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Comparison of OpenAI: Whisper 1, Anthropic: Claude Opus 5.5, Reflection: Beam 1.0 501B A23B
3 modelsopenaiOpenAI: Whisper 1Remove ×anthropicAnthropic: Claude Opus 5.5Remove ×reflectionReflection: Beam 1.0 501B A23BRemove ×
What’s differentWhisper is OpenAI's open-source automatic speech recognition model, available via API as whisper-1. It supports transcription and translation across 50+ languages from audio files up to 25 MB. Accepts…Always-on adaptive thinking defaults to medium effort; built for sustained work across large codebases and professional documents.Apache-2.0 text model with 501B total and 23B active parameters; ships BF16, FP8 and NVFP4 weights.
DateApr 27, 2026ListedSep 22, 2026ReleasedOct 16, 2026Released
Listed rate$100.00 in / $0.00 out/ 1M tokensOpenRouter · all routes ↗$4.00 in / $20.00 out/ 1M tokensAmazon Bedrock · via OpenRouter · all routes ↗amazon-bedrock$0.25 in / $1.00 out/ 1M tokensNebius · via OpenRouter · all routes ↗nebius/fp8 · quantization=fp8
Provider endpoints1 endpoint →14 endpoints →6 endpoints →
AA Intelligence ↗4.3.2Not reported57.62 ↗Effort: max · Max, Default FallbackIndependent result30.33 ↗Effort not specifiedIndependent result
AA-Briefcase ↗1.1Not reported1,802.36 ↗Effort: max · Max, Default FallbackIndependent result976.2 ↗Effort not specifiedIndependent result
GDPval-AA ↗2.1Not reported1,866.27 ↗Effort: max · Max, Default FallbackIndependent result1,177.08 ↗Effort not specifiedIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reported69.54% ↗Effort: max · Max, Default FallbackIndependent result48.46% ↗Effort not specifiedIndependent result
Terminal-Bench 4.0 · AA ↗Not reported59.6% ↗Effort: max · Max, Default FallbackHarness unreportedIndependent result3.03% ↗Effort not specifiedHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reported66.9% ↗AA · Under reviewEffort: max · Max, Default FallbackIndependent result48.5% ↗AA · Under reviewEffort not specifiedIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reported61.35% ↗Effort: max · Max, Default FallbackIndependent result34.66% ↗Effort not specifiedIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reported26.2% ↗Effort: max · Max, Default FallbackIndependent result11.6% ↗Effort not specifiedIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reported31.71% ↗AA · Under reviewEffort: max · Max, Default FallbackIndependent result13.14% ↗AA · Under reviewEffort not specifiedIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reported46.42 ↗Effort: max · Max, Default FallbackIndependent result1.5 ↗Effort not specifiedIndependent result
AA-LCR ↗1.1Not reported84.67% ↗Effort: max · Max, Default FallbackIndependent result78% ↗Effort not specifiedIndependent result
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported86.53% ↗Effort: max · single run · equal mean of 7 suitesIndependent result55.5% ↗Effort: max · single run · equal mean of 7 suitesIndependent result
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported86.9% ↗Effort: max · single runIndependent result67.9% ↗Effort: max · single runIndependent result
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported85% ↗Effort: max · single runIndependent result72.8% ↗Effort: max · single runIndependent result
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported80% ↗Effort: max · single runIndependent result0% ↗Effort: max · single runIndependent result
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported96.3% ↗Effort: max · single runIndependent result83.9% ↗Effort: max · single runIndependent result
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported85% ↗Effort: max · single runIndependent result17.3% ↗Effort: max · single runIndependent result
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported80.3% ↗Effort: max · single runIndependent result66.4% ↗Effort: max · single runIndependent result
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported92.2% ↗Effort: max · single runIndependent result80.2% ↗Effort: max · single runIndependent result
Context window—1M1M
Max output—128K943.7K
Parameters——501B
Tool callingNot reportedSupportedSupported
Structured outputNot reportedSupportedSupported
Image inputNot reportedSupportedNot reported
Audio inputSupportedNot reportedNot reported
ReasoningNot reportedSupportedSupported
Prompt cachingNot reportedSupportedSupported
Open weightsNot reportedNot reportedSupported

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