Effort not specified
MiniMaxReleased Oct 19, 2026
MiniMax-M3.1-Flash
Measured performance
All leaderboards ↗Benchmark results
Effort not specified
GDPval-AA ↗2.1
1,457.69Effort not specified
AutomationBench-AA ↗AA Index 4.3.2 collection
72.52%Effort not specified
Effort not specified · Harness unreported
SciCode ↗AA Index 4.3.2 collection
53.36%AA · Under reviewEffort not specified
Humanity’s Last Exam ↗AA Index 4.3.2 collection
47.96%Effort not specified
GDP.pdf ↗AA Index 4.3.2 collection
20.8%Effort not specified
CritPt ↗AA Index 4.3.2 collection
22.29%AA · Under reviewEffort not specified
AA-Omniscience ↗AA Index 4.3.2 collection
15.55Effort not specified
AA-LCR ↗1.1
79.67%Effort not specified
Provider measurements
1 configurationSpeed
≈10K input tokens1 requestmedian / 72h
Artificial Analysis · first-party providers · serving endpoint not reported
MiniMax
MiniMax-M3.1-Flash
Reasoning Not reported
- Output rate
- 116.25 tok/s
- Time to first chunk
- 1.19173 s
Last checked Source ↗
Methodology 2.2.0 & measurement details
First chunk includes request processing and network time, and may include reasoning.
- Prompt
- long · ≈10,000 input tokens
- Parallel requests
- 1
- Minimum answer
- 1,500 tokens
- Aggregation
- median over 72 hours
- Token counting
- o200k_base
- Benchmark client
- Google Cloud us-central1-a
- Serving endpoint
- Not reported
- Serving region
- Not reported
- Sample size
- Not reported
- Window end
- Not reported
Access & cost
0 quotesPrices across providers
No listed provider price
Model specifications
- Developer
- MiniMax
- Modality
- Language
- Context
- 1,000,000 tokens
- Maximum output
- Not reported
- Weights
- Closed weights
- Released
- Oct 19, 2026
- First discovered
- Oct 19, 2026
Exact identities
- artificial-analysis
d49c8680-e29b-400e-9511-824f7ddebe07
Sources
Updated Oct 20, 2026
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