Model comparison
Inkling-Small vs Yi-34B
Inkling-Small is the stronger model overall, scoring 46.5 to 27.8 on the Noometry Index.
Last verified . 19 shared benchmarks.
Summary
- They share 19 benchmarks with published results for both. Inkling-Small scores higher in 8 categories and Yi-34B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Inkling-Small leads 48.2 to 7.5.
- The biggest single-benchmark swing is GPQA Diamond: 88.5% for Inkling-Small and 14.7% for Yi-34B.
Side by side
| Inkling-Small | Yi-34B | |
|---|---|---|
| Provider | Thinking Machines Lab | 01.AI |
| Noometry Index | 46.5 | 27.8 |
| Released | 2026-07-15 | 2023-11-02 |
| Weights | Open | Open |
| Context window | 524K | — |
| Max output | 1.05M | — |
| Input $ / M tokens | $0.45 | — |
| Output $ / M tokens | $1.20 | — |
| Results tracked | 33 | 23 |
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Category by category
Coding Inkling-Small leads
Inkling-Small: 43.6 (#85), Yi-34B: 32.3 (#274)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Coding | 1451 | 1112 |
| LMArena WebDev | 1409 | — |
| SciCode | 48.7% | — |
Reasoning Inkling-Small leads
Inkling-Small: 38.6 (#63), Yi-34B: 21.2 (#226)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 1423 | 1104 |
| Epoch Capabilities Index | 150.15 | 117.39 |
| ARC-AGI-2 | 40.1% | — |
| ARC-AGI-1 | 84% | — |
| CritPt | 8.3% | — |
| Chess Puzzles | 18% | — |
| Mystery Game Puzzles | 6% | — |
| BIG-Bench Hard | — | 71.7% |
Math Inkling-Small leads
Inkling-Small: 45.1 (#77), Yi-34B: 21.6 (#282)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Math | 1459 | 1114 |
| FrontierMath (Tiers 1-3) | 46.3% | — |
| FrontierMath Tier 4 | 17.1% | — |
| OTIS Mock AIME 2024-2025 | 90% | — |
| ProofBench | 6% | — |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |
Knowledge Inkling-Small leads
Inkling-Small: 48.2 (#77), Yi-34B: 7.5 (#309)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| GPQA Diamond | 88.5% | 14.7% |
| LMArena Expert | 1442 | 1061 |
| SimpleQA Verified | 19.1% | — |
| MMLU | — | 76.3% |
Multimodal Not comparable
Inkling-Small: 39.1 (#62), Yi-34B: —
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Vision | 1235 | — |
Multilingual Inkling-Small leads
Inkling-Small: 51.7 (#104), Yi-34B: 29.7 (#264)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Non-English | 1402 | 1079 |
| LMArena Chinese | 1465 | 1176 |
| LMArena French | 1436 | 1081 |
| LMArena German | 1405 | 1042 |
| LMArena Japanese | 1405 | 993 |
| LMArena Korean | 1363 | 959 |
| LMArena Russian | 1391 | 1050 |
| LMArena Spanish | 1428 | 1070 |
Instruction Following Inkling-Small leads
Inkling-Small: 73.8 (#114), Yi-34B: 56.2 (#274)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 1399 | 1091 |
Long Context Inkling-Small leads
Inkling-Small: 42.7 (#118), Yi-34B: 33.2 (#264)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Longer Query | 1401 | 1094 |
Writing & Preference Inkling-Small leads
Inkling-Small: 59.6 (#107), Yi-34B: 34.1 (#273)
| Benchmark | Inkling-Small | Yi-34B |
|---|---|---|
| LMArena Text | 1414 | 1129 |
| LMArena Creative Writing | 1331 | 1108 |
| LMArena Multi-Turn | 1418 | 1113 |
| EQ-Bench Creative Writing | 1491 | — |
Frequently asked questions
Is Inkling-Small better than Yi-34B?
Inkling-Small is the stronger model overall, scoring 46.5 to 27.8 on the Noometry Index.
Is Inkling-Small or Yi-34B better for coding?
Inkling-Small scores higher on coding benchmarks: 43.6 versus 32.3 in the Noometry coding category.
How many benchmarks do Inkling-Small and Yi-34B share?
19 benchmarks have published results for both models. Inkling-Small has 33 scored results on Noometry and Yi-34B has 23.