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Comparison of nvidia/canary-1b-v2, Reflection: Beam 1.0 501B A23B
2 modelsnvidianvidia/canary-1b-v2Remove ×reflectionReflection: Beam 1.0 501B A23BRemove ×
What’s different1B parameters · 25 languages · Encoder: Conformer-based · Decoder: TransformerApache-2.0 text model with 501B total and 23B active parameters; ships BF16, FP8 and NVFP4 weights.
DateOct 17, 2026DiscoveredOct 16, 2026Released
Listed rateSee provider quotes$0.25 in / $1.00 out/ 1M tokensNebius · via OpenRouter · all routes ↗nebius/fp8 · quantization=fp8
Provider endpoints0 endpoints →5 endpoints →
AA Intelligence ↗4.3.2Not reported30.33 ↗Effort not specifiedIndependent result
AA-Briefcase ↗1.1Not reported976.2 ↗Effort not specifiedIndependent result
GDPval-AA ↗2.1Not reported1,177.08 ↗Effort not specifiedIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reported48.46% ↗Effort not specifiedIndependent result
Terminal-Bench 4.0 · AA ↗Not reported3.03% ↗Effort not specifiedHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reported48.5% ↗AA · Under reviewEffort not specifiedIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reported34.66% ↗Effort not specifiedIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reported11.6% ↗Effort not specifiedIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reported13.14% ↗AA · Under reviewEffort not specifiedIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reported1.5 ↗Effort not specifiedIndependent result
AA-LCR ↗1.1Not reported78% ↗Effort not specifiedIndependent result
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported55.5% ↗Effort: max · single run · equal mean of 7 suitesIndependent result
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported67.9% ↗Effort: max · single runIndependent result
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported72.8% ↗Effort: max · single runIndependent result
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported0% ↗Effort: max · single runIndependent result
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported83.9% ↗Effort: max · single runIndependent result
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported17.3% ↗Effort: max · single runIndependent result
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported66.4% ↗Effort: max · single runIndependent result
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported80.2% ↗Effort: max · single runIndependent result
AMI-Cleaned WER ↗English short-form; normalization unversioned13.03% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
Earnings22-Cleaned-AA-chunked WER ↗English short-form; normalization unversioned7.28% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
Gigaspeech-Cleaned WER ↗English short-form; normalization unversioned9.12% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
LS Clean WER ↗English short-form; normalization unversioned1.76% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
LS Other WER ↗English short-form; normalization unversioned3.07% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
SPGISpeech WER ↗English short-form; normalization unversioned2.03% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
URGENT2024 WER ↗English short-form; normalization unversioned14.56% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
Voice Arena Monsoon WER ↗English short-form; normalization unversioned4.97% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
Voxpopuli-AA-Cleaned WER ↗English short-form; normalization unversioned4.39% WER ↗nvidia/canary-1b-v2Leaderboard entryNot reported
Context window—1M
Max output—943.7K
Parameters1B501B
Tool callingNot reportedSupported
Structured outputNot reportedSupported
Audio inputSupportedNot reported
TranscriptionSupportedNot reported
ReasoningNot reportedSupported
Prompt cachingNot reportedSupported
Open weightsNot reportedSupported

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