Decision support
MiniMax-M3.1-Flash-Preview vs Inkling 2 Small
Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.
Benchmark results
Arena Text
Arena rating · Higher is better
- MiniMax-M3.1-Flash-PreviewNot reported
- Inkling 2 Small1412Arena #151CI 1400 to 1424
Runs and sources
MiniMax-M3.1-Flash-PreviewNot reported
Inkling 2 Small- default141295% CI 1400 to 1424 · 2,668 votes
Arena WebDev
Arena rating · Higher is better
- MiniMax-M3.1-Flash-PreviewNot reported
- Inkling 2 Small1646Arena #22CI 1627 to 1666
Runs and sources
MiniMax-M3.1-Flash-PreviewNot reported
Inkling 2 Small- default164695% CI 1627 to 1666 · 983 votes
Agent Arena
IPS score · Higher is better
- MiniMax-M3.1-Flash-PreviewNot reported
- Inkling 2 Small+0.025Arena #18CI +0.010 to +0.040
Runs and sources
MiniMax-M3.1-Flash-PreviewNot reported
Inkling 2 Small- default+0.02595% CI +0.010 to +0.040 · 1,511,880 observations
ARC-AGI-2
Best published score · Higher is better
- MiniMax-M3.1-Flash-PreviewNot reported
- Inkling 2 Small81.7%#19 of 85
Runs and sources
MiniMax-M3.1-Flash-PreviewNot reported
Inkling 2 Small- xhigh81.7%
Source:External evaluation via Epoch AIOriginal-source terms apply
Each model's best published result is shown; "Not reported" means no matched evaluation, not a score of zero. Arena and DeepSWE ranks are the leaderboards' own; other ranks are among catalogue models with a score. Results from different harnesses or settings are not directly comparable.
Original-source terms apply to evaluations credited to their original publishers.
Benchmark compilation: Epoch AI, Capabilities & benchmarking (CC BY attribution). Scores are converted to percentages and model names matched to the Vertical Tabs catalog. Individual evaluations are credited to their original sources. External results may carry separate licences and evaluation configurations; do not interpret scores from different harnesses as directly comparable.
Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.
Model specifications
API pricing · USD per 1M tokens
Capabilities and modalities
Architecture and availability
A dash means the field is not reported. Provider-specific performance and pricing may differ.