Loading benchmark catalogue
Compare performance benchmarks, coding intelligence, reasoning evaluations, context limits, and API economics between Mistral Large 4 (Mistral AI) and Ling 3.1 Flash (InclusionAI).
| Metric / Capability | Mistral Large 4 | Ling 3.1 Flash |
|---|---|---|
| Developer / Organization | Mistral AI | InclusionAI |
| Release Date | 2026-10-06 | 2026-10-02 |
| Deployment / Weights | Proprietary Cloud API | Proprietary Cloud API |
| Context Window | 1.0M tokens (1,048,576 tokens) | 262K tokens (262,144 tokens) |
| Input Pricing (/1M Tokens) | $1.36 | $0.075 |
| Output Pricing (/1M Tokens) | $4.18 | $0.225 |
| Benchmark / Domain | Mistral Large 4 | Ling 3.1 Flash | Advantage |
|---|---|---|---|
Artificial Analysis Intelligence Index Composite index aggregating 10+ evaluations of general reasoning and knowledge. | 38.4% | 41.1% | Ling 3.1 Flash (+7%) |
SWE-bench Pro Harder, contamination-resistant successor to SWE-bench spanning multiple languages. | — | 68.7% | — |
Terminal-Bench 4.0 Sandboxed command-line tasks requiring shell and file-system operation. | — | 46.0% | — |
Humanity's Last Exam Expert-written questions across hundreds of disciplines designed to resist saturation. | — | 37.4% | — |
Design Arena ELO Human-preference ELO across UI, 3D, data-visualization, and game-dev generations. | 1275 | — | — |
Ling 3.1 Flash outperforms Mistral Large 4 across 1 evaluated benchmarks compared to 0 for Mistral Large 4, excelling in Artificial Analysis Intelligence Index.
Mistral Large 4 offers a larger context capacity of 1.0M tokens (1,048,576 tokens), compared to 262K tokens for Ling 3.1 Flash.
Ling 3.1 Flash is more economical. Input tokens cost $0.075/M tokens compared to $1.36/M tokens for Mistral Large 4.
Mistral Large 4 is a proprietary cloud API. Ling 3.1 Flash is a proprietary cloud API.
Analyze 130+ models side-by-side using interactive radar charts, cost-efficiency quadrant plots, and live dataset filters on the full NeuBench index.
Open Interactive Comparator