Model comparison
Inkling vs Palm 2
Inkling is the stronger model overall, scoring 44.1 to 30.0 on the Noometry Index.
Last verified . 10 shared benchmarks.
GoogleSummary
- They share 10 benchmarks with published results for both. Inkling scores higher in 7 categories and Palm 2 in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Inkling leads 65.2 to 25.6.
- Inkling has downloadable open weights; the other is API-only.
Side by side
| Inkling | Palm 2 | |
|---|---|---|
| Provider | Thinking Machines Lab | |
| Noometry Index | 44.1 | 30.0 |
| Released | 2026-07-15 | — |
| Weights | Open | Proprietary |
| Context window | 66K | — |
| Max output | 66K | — |
| Input $ / M tokens | $1.87 | — |
| Output $ / M tokens | $4.68 | — |
| Results tracked | 41 | 10 |
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Category by category
Coding Inkling leads
Inkling: 34.5 (#234), Palm 2: 29.0 (#311)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Coding | 1464 | 994 |
| FrontierCode | 14% | — |
| LMArena WebDev | 1413 | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| ALE-Bench | 946 | — |
Agentic & Tool Use Not comparable
Inkling: 29.6 (#85), Palm 2: —
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| APEX-Agents | 33.8% | — |
| τ²-bench Banking | 25% | — |
Reasoning Inkling leads
Inkling: 40.4 (#56), Palm 2: 19.1 (#271)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Hard Prompts | 1451 | 1005 |
| ARC-AGI-2 | 36.5% | — |
| SimpleBench | 50% | — |
| ARC-AGI-1 | 79.5% | — |
| CritPt | 5.4% | — |
| Chess Puzzles | 21% | — |
| DTBench | 87.5% | — |
| LMCA | 37.6% | — |
| Epoch Capabilities Index | 148.54 | — |
Math Too close to call
Inkling: 31.3 (#225), Palm 2: 30.8 (#231)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Math | 1479 | 1049 |
| FrontierMath (Tiers 1-3) | 33.3% | — |
| FrontierMath Tier 4 | 4.9% | — |
| OTIS Mock AIME 2024-2025 | 88.9% | — |
| ProofBench | 0% | — |
Knowledge Not comparable
Inkling: 55.1 (#49), Palm 2: —
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| GPQA Diamond | 88.3% | — |
| SimpleQA Verified | 40.3% | — |
| LMArena Expert | 1465 | — |
Multilingual Inkling leads
Inkling: 54.0 (#52), Palm 2: 20.9 (#295)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Non-English | 1434 | 916 |
| LMArena Chinese | 1490 | 887 |
| LMArena French | 1458 | — |
| LMArena German | 1446 | — |
| LMArena Japanese | 1429 | — |
| LMArena Korean | 1404 | — |
| LMArena Russian | 1429 | — |
| LMArena Spanish | 1448 | — |
Instruction Following Inkling leads
Inkling: 75.1 (#71), Palm 2: 51.0 (#296)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Instruction Following | 1426 | 1010 |
Long Context Inkling leads
Inkling: 43.8 (#86), Palm 2: 30.8 (#285)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Longer Query | 1434 | 1010 |
Writing & Preference Inkling leads
Inkling: 65.2 (#51), Palm 2: 25.6 (#304)
| Benchmark | Inkling | Palm 2 |
|---|---|---|
| LMArena Text | 1441 | 1027 |
| LMArena Creative Writing | 1387 | 991 |
| LMArena Multi-Turn | 1436 | 994 |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |
Frequently asked questions
Is Inkling better than Palm 2?
Inkling is the stronger model overall, scoring 44.1 to 30.0 on the Noometry Index.
Is Inkling or Palm 2 better for coding?
Inkling scores higher on coding benchmarks: 34.5 versus 29.0 in the Noometry coding category.
How many benchmarks do Inkling and Palm 2 share?
10 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and Palm 2 has 10.