Compare models. Find the differences.
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Benchmark snapshot
0 benchmarks in common.
4 models selected. 0 benchmarks in common.
Reported scores; test settings may differ.
| Benchmark | Qwen | DeepSeek | DeepSeek | Moonshot |
|---|---|---|---|---|
| Arena ELOHuman preference | Not in our dataset | 1,476 | 1,465 | Not in our dataset |
| LiveBench 1.0General reasoning | Not in our dataset | 81.1% | Not in our dataset | 70.5% |
| GPQA DiamondScientific knowledge | Not in our dataset | Not in our dataset | 90.1% | 90.5% |
| HLEAcademic reasoning | Not in our dataset | Not in our dataset | 37.7% | 34.8% |
| MMLU ProMulti-task understanding | Not in our dataset | Not in our dataset | 87.5% | 88.1% |
| SimpleBenchCommonsense reasoning | 62.5% | 66.7% | Not in our dataset | Not in our dataset |
| SWE-Bench VerifiedAgentic coding | Not in our dataset | Not in our dataset | 80.6% | 80.2% |
| LiveCodeBenchCompetitive coding | Not in our dataset | Not in our dataset | 89.8% | Not in our dataset |
| Tau-BenchAgentic tool use | Not in our dataset | Not in our dataset | 88.9% | 82.9% |
| ARC-AGI-2Visual reasoning | Not in our dataset | 67.5% | 61.3% | Not in our dataset |
Pricing & context Published USD rates per 1M tokens
| Specification | 3.8 2.4T A95B Thinking | V4.1 Flash Thinking | V4 Pro Thinking | Kimi K2 K2.6 Thinking |
|---|---|---|---|---|
| Input | $2 | $0.045 | $1.6 | $0.57 |
| Output | $6 | $0.5 | $3.2 | $2.3 |
| Context window | 1.0M | 1.0M | 1.0M | 131K |
| Pricing details | Explore pricing → | Explore pricing → | Explore pricing → | Explore pricing → |
How to read this comparison
Each column keeps the exact model version you selected. Shared benchmarks are the intersection of their reported results; “all coverage” also shows where evidence is missing. Missing results never count as zero.
These are published benchmark scores, not a controlled head-to-head test. The available evidence does not establish matching evaluation settings, so we show no cross-model winner highlights or deltas. Composite quality scores are omitted because they can summarize different benchmark sets.
Scores and statistics are computed upstream. This page reads a fixed data snapshot; its date describes the snapshot, not the date of every measurement.