SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 67.0
- AA / Intel index
- 42.7
- Matrix Coding
- 73.7
- Input $/1M
- $0.15
- Output $/1M
- $0.60
- Value pts/$
- 56.93
MiniMax · ProprietaryMiniMax: MiniMax M3.1 Flash
Active
Model portfolio
MiniMax: MiniMax M3.1 Flash
Tap a star to rate
MiniMax · Released 2026-10-19 · v2026-10-19 · Closed · Context 1.0M tokens
Vision Cap
No data yet
vision · unranked
Benchmark average
67.4
Not enough benchmark results yet
Pricing
$0.15
$0.60 / 1M out · 56.9 pts/$
CADLE CAP vs MODEL MATRIX
Cadle Cap ranks models on every published score we have for them — harder benchmarks weigh more. Missing tests are skipped, not zeroed. It answers who is stronger than whom in today's pool.
Model Matrix is the datasheet: Overall, Intelligence, Coding, Agentic, MMLU, GPQA, Math, LiveCodeBench, HumanEval, Reason, ARC-AGI. A dash means unmeasured. AVG is an importance-weighted mean of that model's filled cells only.
MODEL MATRIX · TRUTH CENTER CELLS
Overall
67.0
Intelligence
42.7
Coding
73.7
Agentic
54.0
MMLU
92.8
GPQA
No data yet
Math
No data yet
LiveCodeBench
53.4
HumanEval
No data yet
Reason
79.8
ARC-AGI
No data yet
Coverage AVG
67.4
Cadle Cap ranks models with within-benchmark percentiles so ARC-AGI ~40 and MMLU ~90 never compete raw. Coverage AVG is an importance-weighted mean of filled expert cells only — blanks are skipped, not zeroed.
ANALYSIS · TRUTH CENTER
Hard benches (GPQA · ARC-AGI · LCB · Agentic) sit left — a mid-40 on ARC-AGI can still be frontier. Broader benches on the right are easier and often higher.
NOT RANKED YET
We only rank a model once it has enough published benchmark results to compare fairly. Everything below is what we do know: pricing, news and any scores that have been published.
DESCRIPTION + DETAILS
PROVIDER
MiniMax
RELEASE
2026-10-19
CONTEXT
1.0M tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
No reviews yet
WRITE A REVIEW
Tap a star to rate
Stored on this device · synced when signed in
No operator notes yet
First review sets the tone for how teams evaluate MiniMax: MiniMax M3.1 Flash.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | MiniMax |
| Release | 2026-10-19 |
| Input / 1M | $0.15 |
| Output / 1M | $0.60 |
| Context | 1.0M tokens |
| Cadle Cap | 75 |
| Cap board | Unranked |
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
- Supabase models
- Cadle public observations
SOURCE TRACKING
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
API
MiniMax listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Overall67
AA IQ42.7
Coding73.7
Agentic54
MMLU92.8
LiveCodeBench53.4