Model comparison
Claude Instant vs GPT-5.6 Sol
GPT-5.6 Sol has enough public results to be ranked (#7); Claude Instant does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
Summary
- They share 2 benchmarks with published results for both. Claude Instant scores higher in 0 categories and GPT-5.6 Sol in 1 category; one gap is clear of the uncertainty.
- The widest gap is in reasoning, where GPT-5.6 Sol leads 74.8 to 19.6.
- The biggest single-benchmark swing is DTBench: 45.8% for Claude Instant and 96% for GPT-5.6 Sol.
Side by side
| Claude Instant | GPT-5.6 Sol | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Noometry Index | 29.5 | 65.0 |
| Released | 2023-08-09 | 2026-07-09 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1.05M |
| Max output | — | 128K |
| Input $ / M tokens | — | $4 |
| Output $ / M tokens | — | $20 |
| Results tracked | 7 | 65 |
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Category by category
Coding Not comparable
Claude Instant: —, GPT-5.6 Sol: 65.1 (#7)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| DeepSWE | — | 72.7% |
| FrontierCode | — | 47.5% |
| CursorBench | — | 41.7% |
| LMArena WebDev | — | 1618 |
| FrontierSWE | — | 32.2% |
| SciCode | — | 57.1% |
| GSO | — | 76.5% |
| WeirdML | — | 89.4% |
| LMArena Coding | — | 1498 |
| MirrorCode | — | 20% |
| ALE-Bench | — | 2,177 |
| HumanEval+ | 50.6% | — |
Agentic & Tool Use Not comparable
Claude Instant: —, GPT-5.6 Sol: 50.3 (#7)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| APEX-Agents | — | 51.4% |
| OSWorld 2.0 | — | 27.3% |
| τ²-bench Banking | — | 46.9% |
| PostTrainBench | — | 36.2% |
| BALROG | — | 60% |
| GBAEval | — | 52.6% |
| GDP.pdf | — | 30.7% |
| LMArena Search | — | 1257 |
| Vending-Bench 2 | — | 9,619 |
Reasoning GPT-5.6 Sol leads
Claude Instant: 19.6, GPT-5.6 Sol: 74.8 (#8)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| DTBench | 45.8% | 96% |
| Epoch Capabilities Index | 120.28 | 161.66 |
| ARC-AGI-2 | — | 92.5% |
| SimpleBench | — | 71.7% |
| Kagi LLM Benchmark | — | 67% |
| NYT Connections (extended) | — | 93.8% |
| ARC-AGI-1 | — | 97.5% |
| CritPt | — | 32.3% |
| Chess Puzzles | — | 64% |
| EnigmaEval | — | 37.1% |
| EBR-Bench | — | 44.8% |
| LMArena Hard Prompts | — | 1484 |
| Mystery Game Puzzles | — | 58% |
| LMCA | — | 59.2% |
| Surface Evolver Bench | — | 93.1% |
| Bench to the Future 3 | — | 0.14 |
Math Not comparable
Claude Instant: —, GPT-5.6 Sol: 85.6 (#9)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 89.1% |
| FrontierMath Tier 4 | — | 82.9% |
| OTIS Mock AIME 2024-2025 | — | 100% |
| ProofBench | — | 83% |
| LMArena Math | — | 1474 |
| FrontierMath Erdős | — | 0% |
| GSM8K | 86.7% | — |
Knowledge Not comparable
Claude Instant: —, GPT-5.6 Sol: 64.3 (#18)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| GPQA Diamond | — | 93.5% |
| SimpleQA Verified | — | 69.7% |
| Vectara Hallucination Rate | — | 12.4% |
| LMArena Expert | — | 1516 |
| ARC (AI2) Challenge | 86.3% | — |
| MMLU | 73.4% | — |
| TriviaQA | 78.9% | — |
Multimodal Not comparable
Claude Instant: —, GPT-5.6 Sol: 48.6 (#9)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| LMArena Vision | — | 1281 |
| Blueprint-Bench 2 | — | 33.6% |
| Furniture Assembly | — | 56.7% |
| LMArena Document | — | 1483 |
Multilingual Not comparable
Claude Instant: —, GPT-5.6 Sol: 55.3 (#32)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| LMArena Non-English | — | 1452 |
| LMArena Chinese | — | 1527 |
| LMArena French | — | 1477 |
| LMArena German | — | 1476 |
| LMArena Japanese | — | 1471 |
| LMArena Korean | — | 1442 |
| LMArena Russian | — | 1468 |
| LMArena Spanish | — | 1441 |
Instruction Following Not comparable
Claude Instant: —, GPT-5.6 Sol: 77.7 (#16)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| LMArena Instruction Following | — | 1482 |
Long Context Not comparable
Claude Instant: —, GPT-5.6 Sol: 45.4 (#42)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| LMArena Longer Query | — | 1480 |
Writing & Preference Not comparable
Claude Instant: —, GPT-5.6 Sol: 73.3 (#12)
| Benchmark | Claude Instant | GPT-5.6 Sol |
|---|---|---|
| LMArena Text | — | 1457 |
| LMArena Creative Writing | — | 1448 |
| EQ-Bench Creative Writing | — | 1972 |
| EQ-Bench 4 | — | 1250 |
| LMArena Multi-Turn | — | 1460 |
Frequently asked questions
Is Claude Instant better than GPT-5.6 Sol?
GPT-5.6 Sol has enough public results to be ranked (#7); Claude Instant does not yet, so treat this comparison as directional.
How many benchmarks do Claude Instant and GPT-5.6 Sol share?
2 benchmarks have published results for both models. Claude Instant has 7 scored results on Noometry and GPT-5.6 Sol has 65.