inferenceview

INTELLIGENCE

Know what your agents buy.

Costs, changes and evidence for better service decisions.

Cost intelligence

Find the better way to pay.

Compare service prices and payment options against your workload.

Scoped audits · customer usage requiredRequest a cost audit
Change intelligence

Know when your dependencies change.

Track payment offers, service schemas and provider changes over time.

Custom watchlists and historyDiscuss monitoring
Outcome intelligence

Connect the purchase to the result.

Bring charges, retries and task evaluations into one private evidence record.

Integration pilot · your task criteriaConnect your workflow

THE EVIDENCE BASE

Collected. Dated. Traceable.

Use the API
14,635Source listings
33Source snapshots
27,889Recorded changes
1,221Endpoint observations

Latest snapshot: Sep 12, 2026, 05:41 UTC. Daily collection; gaps remain unknown.

115 observations · Differences between dated observations.

www.mahastrategies.comEvaluate exact retention of 1-32 caller-labelled evidence spans at exactly five ascending token budgets. Returns five source-linked Context Packs, per-run retention metrics, an evidence frontier, stable hashes, and a deterministic receipt digest. Price basis: five $0.01 evaluations. Retention is not truth, accuracy, answer quality, legal compliance, or hallucination prevention. Bodies are not stored.
https://www.mahastrategies.com/api/v1/context/evidence-matrix ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Evaluate exact retention of 1-32 caller-labelled evidence spans at exactly five ascending token budgets. Returns five source-linked Context Packs, per-run retention metrics, an evidence frontier, stable hashes, and a deterministic receipt digest. Price basis: five $0.01 evaluations. Retention is not truth, accuracy, answer quality, legal compliance, or hallucination prevention. Bodies are not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.05,
  "metadata": null,
  "method": "POST",
  "observed_at": 1789084800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "d501dccd0c616d852a3644376b5923a5b8f7f010c15ed8e85affa4b3b0c666da",
  "schema_fingerprint": "bf13cdffc2cb8021",
  "service_id": "bb32da9c08d87113e24cd05060f8d5a8c0705adedf32e46da6778cca470eebbc",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-07T05:44:01.041Z",
  "url": "https://www.mahastrategies.com/api/v1/context/evidence-matrix",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comAutomated claim triage for a nonfiction passage under the Maha Provenance Standard v0.1. Each substantive claim returns a provenance status (VERIFIED, SOURCED, BOUNDARY, ILLUSTRATIVE, UNVERIFIED), a rationale, and a suggested action. Model-assigned triage: not factual certification, legal advice, or human verification, and must be checked before publication. Passage limit 6000 characters. The full passage is not stored; results keep short verbatim claim excerpts.
https://www.mahastrategies.com/api/v1/mps/audit ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Automated claim triage for a nonfiction passage under the Maha Provenance Standard v0.1. Each substantive claim returns a provenance status (VERIFIED, SOURCED, BOUNDARY, ILLUSTRATIVE, UNVERIFIED), a rationale, and a suggested action. Model-assigned triage: not factual certification, legal advice, or human verification, and must be checked before publication. Passage limit 6000 characters. The full passage is not stored; results keep short verbatim claim excerpts.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.1,
  "metadata": null,
  "method": "POST",
  "observed_at": 1789084800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "d501dccd0c616d852a3644376b5923a5b8f7f010c15ed8e85affa4b3b0c666da",
  "schema_fingerprint": "20f8261f10be7ea1",
  "service_id": "dcdbc9c32c4e8121c6daa777b2c48fd88325188cfdbbac392b798321cd94b48a",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-07T06:15:52.877Z",
  "url": "https://www.mahastrategies.com/api/v1/mps/audit",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.
https://www.mahastrategies.com/api/v1/compress/evaluate ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.01,
  "metadata": null,
  "method": "POST",
  "observed_at": 1789084800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "d501dccd0c616d852a3644376b5923a5b8f7f010c15ed8e85affa4b3b0c666da",
  "schema_fingerprint": "8f097715f329ffe4",
  "service_id": "e77be3b70297596d3f003c242a95a97f33dac9b24cef9ea2e9bd6ad194212cce",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-05T04:14:41.718Z",
  "url": "https://www.mahastrategies.com/api/v1/compress/evaluate",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCheck one initial or superseding revision transition against a declared predecessor. Returns lineage inconsistencies and an integrity receipt. Does not establish authenticity, semantic equivalence or inherited review approval.
https://www.mahastrategies.com/api/v1/micro/revision-lineage-check ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Check one initial or superseding revision transition against a declared predecessor. Returns lineage inconsistencies and an integrity receipt. Does not establish authenticity, semantic equivalence or inherited review approval.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.005,
  "metadata": null,
  "method": "POST",
  "observed_at": 1789084800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "d501dccd0c616d852a3644376b5923a5b8f7f010c15ed8e85affa4b3b0c666da",
  "schema_fingerprint": "66d8c49c0cbd6cbf",
  "service_id": "eb480b38283b42247e4612c697d36ec42d02bc3aa6ecf41bd8ba4390ae67bd54",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-09T07:41:23.632Z",
  "url": "https://www.mahastrategies.com/api/v1/micro/revision-lineage-check",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comRetrieve one exact section of The Volcanic Engine as machine-readable Markdown with ordered edition metadata, byte and word counts, SHA-256 content commitment, and deterministic receipt. The public web edition remains free. Payment purchases structured delivery, not exclusivity, copyright, analysis, factual certification, or a recommendation. Request and response bodies are not stored.
https://www.mahastrategies.com/api/v1/books/the-volcanic-engine/section ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Retrieve one exact section of The Volcanic Engine as machine-readable Markdown with ordered edition metadata, byte and word counts, SHA-256 content commitment, and deterministic receipt. The public web edition remains free. Payment purchases structured delivery, not exclusivity, copyright, analysis, factual certification, or a recommendation. Request and response bodies are not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.005,
  "metadata": null,
  "method": "POST",
  "observed_at": 1789084800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "d501dccd0c616d852a3644376b5923a5b8f7f010c15ed8e85affa4b3b0c666da",
  "schema_fingerprint": "efb76197afab6608",
  "service_id": "f5e383336e8239740789042b986a7b0a9920afbb90ee195e3290c4e9dc141e05",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-09-06T11:23:36.656Z",
  "url": "https://www.mahastrategies.com/api/v1/books/the-volcanic-engine/section",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1787011200,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "90e2735512d5727624c10472f7909c6a04717398117fe7a159e3cf2b6c381457",
  "schema_fingerprint": "cdcb667316e36217",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-14T07:08:34.393Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.
https://www.mahastrategies.com/api/v1/compress/evaluate ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.01,
  "metadata": null,
  "method": "POST",
  "observed_at": 1787011200,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "90e2735512d5727624c10472f7909c6a04717398117fe7a159e3cf2b6c381457",
  "schema_fingerprint": "8f097715f329ffe4",
  "service_id": "e77be3b70297596d3f003c242a95a97f33dac9b24cef9ea2e9bd6ad194212cce",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-11T13:23:42.979Z",
  "url": "https://www.mahastrategies.com/api/v1/compress/evaluate",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786579200,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "7ee72b76c13b250d2ea8d456075c0733901f8d65150536fa3d628d157d125da3",
  "schema_fingerprint": "a85071dd72803773",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-10T03:07:34.068Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.
https://www.mahastrategies.com/api/v1/compress/evaluate ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.01,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786579200,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "7ee72b76c13b250d2ea8d456075c0733901f8d65150536fa3d628d157d125da3",
  "schema_fingerprint": "8f097715f329ffe4",
  "service_id": "e77be3b70297596d3f003c242a95a97f33dac9b24cef9ea2e9bd6ad194212cce",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-11T13:23:42.979Z",
  "url": "https://www.mahastrategies.com/api/v1/compress/evaluate",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786492800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "3552ce8f08481e26f7620973cd1eba95d5005923876cddbfdcf878b37f315aa6",
  "schema_fingerprint": "a85071dd72803773",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-10T03:07:34.068Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.
https://www.mahastrategies.com/api/v1/compress/evaluate ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compile 1-8 documents into a token-budgeted context pack, then measure exact retention of 1-32 caller-labelled evidence spans. Returns the pack, source-linked passages, input and output hashes, original and compiled token estimates, tokensSaved, source coverage, and requiredEvidenceRetentionPercent. Retention is exact span matching only: not accuracy, answer quality, verification, or hallucination prevention. Extractive and budget-bound. Request content is not stored.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.01,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786492800,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "3552ce8f08481e26f7620973cd1eba95d5005923876cddbfdcf878b37f315aa6",
  "schema_fingerprint": "8f097715f329ffe4",
  "service_id": "e77be3b70297596d3f003c242a95a97f33dac9b24cef9ea2e9bd6ad194212cce",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-11T13:23:42.979Z",
  "url": "https://www.mahastrategies.com/api/v1/compress/evaluate",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786406400,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "6fc7874aa01b7c44cb0b98bfdb8def358a7021241f18d92a1c269e0119019921",
  "schema_fingerprint": "a85071dd72803773",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-10T03:07:34.068Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786320000,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "730e7ed6a2ea1a63912f86d3773f58b4c71f2dbc8490ebb63c0f8b7dbc41c2e4",
  "schema_fingerprint": "a85071dd72803773",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-10T03:07:34.068Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comCompress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786233600,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "eb4203e9f0c23016480e2890657df46a5c7e497c3b5fbd0a493d7b2bdbf21e70",
  "schema_fingerprint": "a85071dd72803773",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-09T10:13:02.553Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
www.mahastrategies.comContext Compression
https://www.mahastrategies.com/api/v1/compress ↗

Historical reference. Full payment options and token precision were not retained.

Source and evidence
{
  "description": "Context Compression",
  "domain": "www.mahastrategies.com",
  "evidence_mode": "legacy",
  "extension_names": [],
  "input_schema": null,
  "legacy_network": "eip155:8453",
  "legacy_pay_to": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
  "legacy_price_basis": "unverified_assumption_of_six_decimals",
  "legacy_price_usd": 0.001,
  "metadata": null,
  "method": "POST",
  "observed_at": 1786147200,
  "offers": [],
  "operator_identity": "not_verified",
  "output_schema": null,
  "protocol": "x402",
  "protocol_version": null,
  "quality": "not_evaluated",
  "run_id": "3e097fa46259d910f069342487483969075c6a3ce5a28451654ccd9a5e1ab57d",
  "schema_fingerprint": "19afef8e9a57b5ad",
  "service_id": "167cb1daddd9f7b3db47e274488d9752902bfa1770bcb08154d442a9f36910e5",
  "source": "cdp-bazaar",
  "source_updated_at": "2026-08-07T10:49:00.785Z",
  "url": "https://www.mahastrategies.com/api/v1/compress",
  "usage_rights": "not_reviewed"
}
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Outcome evidence starts with your workflow.

Private intake is ready for task IDs, charges, retries, result fingerprints and your evaluation criteria. Public performance comparisons need measured results; we do not have that benchmark yet.

Discuss an outcome integration
Collection coverage

Discovery comes from configured registries. Endpoint checks record responses, not task success. Older snapshots retain less detail. Customer usage, commercial terms and task evaluations require additional evidence.

1,423 historical or current source records quarantined during normalization; they are excluded from public comparisons.

43 of 43 archive objects verified in Backblaze. Last verification: Sep 12, 2026, 05:56 UTC.

Collection status JSON