Model comparison
MiMo-V2.6-Pro vs Ring-2.6-1T
MiMo-V2.6-Pro has enough public results to be ranked (#49); Ring-2.6-1T does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
Ant Group (inclusionAI)Summary
- They share 3 benchmarks with published results for both. MiMo-V2.6-Pro scores higher in 2 categories and Ring-2.6-1T in 0 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where MiMo-V2.6-Pro leads 43.1 to 26.1.
- The biggest single-benchmark swing is CritPt: 26.6% for MiMo-V2.6-Pro and 3.7% for Ring-2.6-1T.
Side by side
| MiMo-V2.6-Pro | Ring-2.6-1T | |
|---|---|---|
| Provider | Xiaomi | Ant Group (inclusionAI) |
| Noometry Index | 50.3 | 36.9 |
| Released | 2026-09-21 | 2026-05-14 |
| Weights | Open | Open |
| Context window | 1.05M | — |
| Max output | 131K | — |
| Input $ / M tokens | $0.43 | — |
| Output $ / M tokens | $0.87 | — |
| Results tracked | 19 | 3 |
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Category by category
Coding MiMo-V2.6-Pro leads
MiMo-V2.6-Pro: 55.5 (#23), Ring-2.6-1T: 40.7
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| SciCode | 60.9% | 42.4% |
| ALE-Bench | 1,158 | 432.57 |
| LMArena WebDev | 1629 | — |
| LMArena Coding | 1534 | — |
Agentic & Tool Use Not comparable
MiMo-V2.6-Pro: 37.5 (#35), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| APEX-Agents | 59.5% | — |
Reasoning MiMo-V2.6-Pro leads
MiMo-V2.6-Pro: 43.1 (#50), Ring-2.6-1T: 26.1
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| CritPt | 26.6% | 3.7% |
| LMArena Hard Prompts | 1512 | — |
Math Not comparable
MiMo-V2.6-Pro: 54.5 (#45), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| ProofBench | 70% | — |
| LMArena Math | 1494 | — |
Knowledge Not comparable
MiMo-V2.6-Pro: 43.5 (#92), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Expert | 1543 | — |
Multimodal Not comparable
MiMo-V2.6-Pro: 40.8 (#43), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Vision | 1264 | — |
Multilingual Not comparable
MiMo-V2.6-Pro: 56.9 (#14), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Non-English | 1474 | — |
| LMArena Chinese | 1529 | — |
| LMArena Russian | 1480 | — |
Instruction Following Not comparable
MiMo-V2.6-Pro: 78.2 (#12), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Instruction Following | 1493 | — |
Long Context Not comparable
MiMo-V2.6-Pro: 46.0 (#27), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Longer Query | 1501 | — |
Writing & Preference Not comparable
MiMo-V2.6-Pro: 66.8 (#33), Ring-2.6-1T: —
| Benchmark | MiMo-V2.6-Pro | Ring-2.6-1T |
|---|---|---|
| LMArena Text | 1492 | — |
| LMArena Creative Writing | 1468 | — |
| LMArena Multi-Turn | 1464 | — |
Frequently asked questions
Is MiMo-V2.6-Pro better than Ring-2.6-1T?
MiMo-V2.6-Pro has enough public results to be ranked (#49); Ring-2.6-1T does not yet, so treat this comparison as directional.
Is MiMo-V2.6-Pro or Ring-2.6-1T better for coding?
MiMo-V2.6-Pro scores higher on coding benchmarks: 55.5 versus 40.7 in the Noometry coding category.
How many benchmarks do MiMo-V2.6-Pro and Ring-2.6-1T share?
3 benchmarks have published results for both models. MiMo-V2.6-Pro has 19 scored results on Noometry and Ring-2.6-1T has 3.