TensorFeed API

Endpoints (20 live)

• GET /api/premium/agents/directory — Enriched AI agents directory. One paid call returns the catalog joined with live provider status, recent news mentions, 24h agent traffic, and sample model pricing, ranked by a derived trending score. The agent-discovers-agent feed. (0.02 USDC on Base)
• GET /api/premium/funding/exposure — Derived structural metrics over the AI funding portfolio. Silicon-vendor concentration shares per investor, circular-loop classification (fully-circular / partial-loop / agnostic), co-investor pairs holding the same recipient, top recipients by inbound capital. The "who is funding whose silicon" call. (0.1 USDC on Base)
• GET /api/premium/packages/releases/velocity — AI-package release velocity. Per-package releases_24h / releases_7d / releases_30d, latest bump classification (major/minor/patch/prerelease, pre-1.0 minor counts as major per semver), is_breaking_recent flag (major bump within 30 days). Notable movers: recent_major_bumps, most_releases_7d, fastest_cadence_30d. Filter by ecosystem (PyPI/npm), category (llm-sdk, agent-framework, etc), or package substring. The "what AI deps just changed and is it breaking" call. (20000 on Solana)
• GET /api/premium/research/emerging-keywords — Top 50 multi-word keyphrases across recent arXiv AI abstracts ranked by recent-vs-baseline lift (last 30 days frequency over prior 90 days, smoothed). Each keyphrase carries 2-5 example arxiv_ids so an agent can drill into the underlying work. The trend-spotter feed for AI research vocabulary. (0.02 USDC on Base)
• GET /api/premium/ai-cves/ai-stack-cves — AI-stack CVE intelligence. Filters fresh security disclosures to vendors and products in the AI inference, agent framework, training, vector DB, model gateway, and MCP tool layers. Each paper carries a tf_ai_category tag and a severity_rank, sorted with exploited-in-wild and critical-severity first. 99.8% of underlying data is from GitHub Security Advisories (CC BY 4.0). (0.02 USDC on Base)
• GET /api/premium/inference-providers/arbitrage — Cross-provider arbitrage analytics for hosted inference. Per-model: cheapest_paid, most_expensive_paid, spread_usd, savings_pct, median_paid_blended, fastest_tps, cheapest_with_tps, free_tier_offers. Plus provider_rollup (cheapest_count, top_tps_count, value_score 0-100) and top_arbitrage models sorted by savings_pct desc. Pairs with the free /api/inference-providers matrix. The "where to migrate workloads" call. (0.02 USDC on Solana)
• GET /api/premium/ai-safety/incidents/exposure — AI safety incident exposure analytics. Per-developer and per-deployer incident counts with recency-weighted exposure_score (1.0 last 30d, 0.5 days 31-90, 0.25 older), risk_domain and SEP-view (Security/Ethics/Performance) distributions, top affected artifacts. Derived over the AVID (avidml/avid-db, MIT) snapshot refreshed daily. The "which AI vendors have the most recent reported safety incidents" call. (0.02 USDC on Base)
• GET /api/premium/research/milestones — Last 30 days of arXiv preprints flagged as milestone candidates by an offline Qwen 3.6 27B per-paper extraction pass. Each paper carries structured reasoning naming the benchmark + quantified delta, model release, or novel architecture justification. Conservative; false positives are worse than false negatives. (20000 on Solana)
• GET /api/premium/research/citation-velocity — Top 100 recent AI papers ranked by the share of their total citations earned in the most recent calendar year. Papers published in the last 2 years with 3+ citations. Surfaces papers that are still gaining traction now. OpenAlex CC0. (20000 on Solana)
• GET /api/premium/policy/timeline — Forward and backward calendar over the AI policy registry. Each entry classified relative to now (past / active / upcoming), days-until-effective, with next-3-milestones for upcoming items. Filter by jurisdiction (EU, US, UK, etc) and time window. The "what AI rules are about to bite" feed. (20000 on Solana)
• GET /api/premium/whats-new — Agent morning brief. One paid call returns the last 24 hours of AI pricing changes, new and removed models, service-status incidents, and top news headlines. The endpoint an agent calls on boot. (20000 on Solana)
• GET /api/premium/benchmark-trust-verdict — Returns trust verdicts for benchmark categories like code. (0.02 USDC on Solana)
• GET /api/premium/provider-reliability-verdict — Returns a ranked verdict on provider availability and latency reliability. (0.02 USDC on Solana)
• GET /api/premium/x402-settlement-verdict — Returns premium x402 settlement verdicts, billing status, and ranking insights from a GET request. (0.02 USDC on Solana)
• POST /api/premium/whats-new — Returns the latest premium updates and new items from TensorFeed. (0.02 USDC on Solana)
• GET /api/premium/cost/projection — Project the cost of a token-usage workload across 1-10 AI models. Returns daily, weekly, monthly, and yearly totals per model plus a ranking by cheapest monthly. The canonical "given my workload, what would each model cost me" call. (0.02 USDC on Solana)
• GET /api/premium/failover-verdict — Failover Verdict. Provider A is degraded, which operational provider do I fail over to for this task right now? Confirms A against the live incident-triage feed, then runs the capability-first route verdict with A and any provider flagged failover_now excluded, returning the recommended destination model plus the incident reason plus ranked alternatives plus an AFTA-signed receipt. Pass ?from=<provider> and optional ?task= or ?model=. The "A just broke, where do I send it" call. (0.02 USDC on Solana)
• GET /api/premium/stack-safety-verdict — Stack Safety Verdict. A GET deploy gate: pass packages=name@version,name@version (up to 10) from your AI stack and get GO / HOLD / BLOCK per package plus an overall gate, fusing TensorFeed's ingested AI-CVE batch (GHSA plus vendor advisories) with the CISA KEV catalog for exploitation status. Each verdict carries the matched CVE ids, affected ranges, fixed versions, and KEV status, plus an AFTA-signed receipt. Never-false-confirm: BLOCK only on exploited with no fix, HOLD when the version must be verified, PASS on no AI-stack match, UNKNOWN outside the cohort. The "is my AI stack safe to ship" call. (0.02 USDC on Base)
• GET /api/premium/routing — Top-N AI model recommendation for a task. Joins live pricing, benchmarks, provider status, and latency into a single composite score so an agent gets a ranked answer in one call instead of stitching three free endpoints together. (0.02 USDC on Solana)
• GET /api/premium/route-verdict — Signed model routing decision. One paid call returns the best model for a task (code, reasoning, creative, general) or a named model, fusing pricing, benchmark capability discounted for contamination, real production usage, measured p95 latency from active probes, live incident-triage operational state, and deprecation flags into a single verdict with runners-up and an AFTA-signed receipt over the inputs. Optional filters: max_latency_p95_ms, require_operational, exclude_deprecated. The "which model right now" call. (0.02 USDC on Base)