Model comparison
Inkling-Small vs Magistral Small
Inkling-Small is the stronger model overall, scoring 46.5 to 29.9 on the Noometry Index.
Last verified . 8 shared benchmarks.
Mistral AISummary
- They share 8 benchmarks with published results for both. Inkling-Small scores higher in 4 categories and Magistral Small in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Inkling-Small leads 39.0 to 6.9.
- The biggest single-benchmark swing is ARC-AGI-1: 84% for Inkling-Small and 5% for Magistral Small.
- Inkling-Small is cheaper at $0.45 / $1.20 per million input/output tokens, against $0.50 / $1.50 for Magistral Small.
- Inkling-Small accepts more context: 524K tokens versus 128K.
Side by side
| Inkling-Small | Magistral Small | |
|---|---|---|
| Provider | Thinking Machines Lab | Mistral AI |
| Noometry Index | 46.5 | 29.9 |
| Released | 2026-07-15 | 2025-06-10 |
| Weights | Open | Open |
| Context window | 524K | 128K |
| Max output | 1.05M | 40K |
| Input $ / M tokens | $0.45 | $0.50 |
| Output $ / M tokens | $1.20 | $1.50 |
| Results tracked | 33 | 10 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Inkling-Small leads
Inkling-Small: 43.3 (#80), Magistral Small: 37.8 (#172)
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| SciCode | 48.7% | 35.2% |
| LMArena WebDev | 1408 | — |
| LMArena Coding | 1451 | — |
Reasoning Inkling-Small leads
Inkling-Small: 39.0 (#53), Magistral Small: 6.9 (#345)
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| ARC-AGI-2 | 40.1% | 0% |
| ARC-AGI-1 | 84% | 5% |
| CritPt | 8.3% | 0.3% |
| Chess Puzzles | 18% | 3% |
| Epoch Capabilities Index | 150.13 | 133.19 |
| Kagi LLM Benchmark | — | 6.3% |
| LMArena Hard Prompts | 1424 | — |
| Mystery Game Puzzles | 6% | — |
| DTBench | — | 61.3% |
Math Inkling-Small leads
Inkling-Small: 44.9 (#65), Magistral Small: 24.9 (#253)
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 90% | 30% |
| FrontierMath (Tiers 1-3) | 46.3% | — |
| FrontierMath Tier 4 | 17.1% | — |
| ProofBench | 6% | — |
| LMArena Math | 1453 | — |
Knowledge Inkling-Small leads
Inkling-Small: 48.3 (#71), Magistral Small: 30.9 (#215)
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| GPQA Diamond | 88.5% | 56.1% |
| SimpleQA Verified | 19.1% | — |
| LMArena Expert | 1442 | — |
Multimodal Not comparable
Inkling-Small: 38.4 (#59), Magistral Small: —
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| LMArena Vision | 1235 | — |
Multilingual Not comparable
Inkling-Small: 51.7 (#102), Magistral Small: —
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| LMArena Non-English | 1400 | — |
| LMArena Chinese | 1458 | — |
| LMArena French | 1438 | — |
| LMArena German | 1412 | — |
| LMArena Japanese | 1399 | — |
| LMArena Korean | 1355 | — |
| LMArena Russian | 1392 | — |
| LMArena Spanish | 1426 | — |
Instruction Following Not comparable
Inkling-Small: 73.9 (#112), Magistral Small: —
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| LMArena Instruction Following | 1397 | — |
Long Context Not comparable
Inkling-Small: 42.7 (#113), Magistral Small: —
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| LMArena Longer Query | 1401 | — |
Writing & Preference Not comparable
Inkling-Small: 59.8 (#102), Magistral Small: —
| Benchmark | Inkling-Small | Magistral Small |
|---|---|---|
| LMArena Text | 1413 | — |
| LMArena Creative Writing | 1330 | — |
| EQ-Bench Creative Writing | 1491 | — |
| LMArena Multi-Turn | 1420 | — |
Frequently asked questions
Is Inkling-Small better than Magistral Small?
Inkling-Small is the stronger model overall, scoring 46.5 to 29.9 on the Noometry Index.
Which is cheaper, Inkling-Small or Magistral Small?
Inkling-Small is cheaper. It lists at $0.45 per million input tokens and $1.20 per million output tokens; Magistral Small lists at $0.50 and $1.50.
Is Inkling-Small or Magistral Small better for coding?
Inkling-Small scores higher on coding benchmarks: 43.3 versus 37.8 in the Noometry coding category.
Which has the bigger context window?
Inkling-Small does, with 524K tokens against 128K.
How many benchmarks do Inkling-Small and Magistral Small share?
8 benchmarks have published results for both models. Inkling-Small has 33 scored results on Noometry and Magistral Small has 10.