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aiqbench

Anthropic · model passport

Anthropic: Claude Sonnet 4.5

claude-4-5-sonnet
  • 1,000,000 context
3/27axes covered
Best percentile
98.5MMLU-Pro (Artificial Analysis)
Composite standing
65.7shrunk · 3/27 axes

What the data says

Benchmarked on 3 of 27 tracked axes. Every figure below is the model's own published result on that board.

Strongest axes

  • 98.5 pct — MMLU-Pro (Artificial Analysis) (87.5%)

Uneven: 32.5 percentile points between its best and worst axis — 98.5 pct on MMLU-Pro (Artificial Analysis) versus 66 pct on IFBench (Artificial Analysis).

  • MMLU-Pro (Artificial Analysis)98.5 pct87.5%Verify →
  • LiveCodeBench (Artificial Analysis)79.8 pct71.4%Verify →
  • IFBench (Artificial Analysis)66 pct57.3%Verify →
  • OverallNot benchmarked
  • WebDev ArenaNot benchmarked
  • Vision ArenaNot benchmarked
  • Factuality ArenaNot benchmarked
  • Search ArenaNot benchmarked
  • Document ArenaNot benchmarked
  • Agent ArenaNot benchmarked
  • GPQA DiamondNot benchmarked
  • AIME (math)Not benchmarked
  • FrontierMathNot benchmarked
  • SimpleQA VerifiedNot benchmarked
  • ARC-AGI-2Not benchmarked
  • Humanity's Last ExamNot benchmarked
  • SimpleBenchNot benchmarked
  • LiveBenchNot benchmarked
  • BFCL v4 (function calling)Not benchmarked
  • SWE-bench Verified (live board)Not benchmarked
  • Terminal-Bench 4.0Not benchmarked
  • HHEM Hallucination (Vectara)Not benchmarked
  • SWE-bench VerifiedNot benchmarked
  • Terminal-BenchNot benchmarked
  • CodingNot benchmarked
  • Instruction followingNot benchmarked
  • Hard promptsNot benchmarked

Percentiles are the model's standing within each board's own population. Axes marked "not benchmarked" have no published result for this model — that is an absence of data, not a low score.

How to run it

Use it hosted

API model IDanthropic/claude-sonnet-4.5
Context length1,000,000 tokens
Max output64,000 tokens
Acceptstext, image, file
Input price$3 per 1M tokens
Cached input price$0.30 per 1M tokens
Output price$15 per 1M tokens

API parameters this endpoint supports

Include reasoningMax completion tokensMax tokensReasoningResponse formatStop sequencesStructured outputsTemperatureTool choiceTool callingTop-kTop-p

Example request

curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"anthropic/claude-sonnet-4.5","messages":[{"role":"user","content":"Hello"}]}'

View on OpenRouter →

Identifiers, limits and prices are synced from the upstream source shown above. Any field we haven't synced is left out entirely rather than guessed.

  • Claude 4.5 Sonnet (Reasoning) stands at 65.7 (raw mean 81.4) — measured on 3 of 27 axes.

    standingtemplateVerify →

Every claim is a computed fact from the current board data, phrased by a low-temperature model call and rejected by a validation gate if any number is not in the source row. How the leaderboards work →