MiniMax M3.1 Flash minimax-m3.1-flash
minimax · minimax
unranked — no quality signals yet
- params
- 220.5B
- arch
- moe
- context
- 1024k
- license
- other open weights
- released
- Oct 2026
- downloads/30d
- 7.4k
# architecture
- layers
- 60
- d_model
- 6144
- heads
- 64q / 4kv
- head dim
- 128
- experts
- top-4 of 128 + 1 shared
- vocab
- 200064
- family
- minimax_m3_vl
signal path of one layer, generated from the registry's structured fields — dimension lines quote the model's real numbers; an MoE trace forks at the router, a dense trace runs straight through. Geometry fields come from the repo's config.json.
# why ranked
Overall: provisional — score 96.7 ● low — a single signal; treat with caution
provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 96.7 |
| bench_composite | 0.30 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| SiliconFlow | — | — | — | — | siliconflow | — | — | ✓ | |
| Relace | fp4 | 1024k | $0.09 | $0.50 | $0.01 | via openrouter | — | 99.9% | |
| InferenceNet | fp4 | 1000k | $0.10 | $0.55 | $0.01 | via openrouter | — | 99.7% | |
| InferenceNet | fp4 | 1000k | $0.10 | $0.55 | $0.01 | via openrouter | — | 92.3% | |
| GMICloud | fp8 | 1024k | $0.14 | $0.57 | $0.01 | via openrouter | — | 100.0% | |
| DigitalOcean | unknown | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 100.0% | |
| Minimax | unknown | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 100.0% | |
| ModelRun | fp4 | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 100.0% | |
| Nebius | fp4 | 1024k | $0.15 | $0.60 | $0.01 | openrouter | — | 99.7% | ✓ |
| Novita | fp16 | 1000k | $0.15 | $0.60 | — | novita | — | 100.0% | ✓ |
| Opencode Go | 1000k | $0.15 | $0.60 | — | via litellm | — | — | ||
| Parasail | fp8 | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 99.8% | |
| Together | unknown | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 100.0% | |
| Wafer | nvfp4 | 1024k | $0.15 | $0.60 | $0.01 | via openrouter | — | 100.0% | |
| SambaNova | unknown | 1024k | $0.30 | $1.20 | — | sambanova | — | 96.4% | ✓ |
sorted by blended price ((3·input + output) / 4 per 1M) · ✓ = the provider's own catalog confirms the offer · "via …" prices are what the aggregator routing the offer charges, not the provider's own list price
source aliases
- llmstats
minimax-m3.1-flash- openrouter
minimax/minimax-m3.1-flash