Model comparison
Grok 4 vs Qwen3.5-122B-A10B
Head-to-head evidence from 12 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Grok 4 #50 (Supported); Qwen3.5-122B-A10B #47 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Grok 4 and Qwen3.5-122B-A10B share 12 comparable benchmark results. 0 of 8 categories are comparable. 4 results are unique to Grok 4; 19 to Qwen3.5-122B-A10B.
Updated July 23, 2026- Shared results
- 12
- Grok 4 only
- 4
- Qwen3.5-122B-A10B only
- 19
- Comparable categories
- 0 / 8
Benchmark data for Grok 4 and Qwen3.5-122B-A10B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 6 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Qwen3.5-122B-A10B has the larger context window at 262K, compared with 128K for Grok 4.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Grok 4 | Δ | Qwen3.5-122B-A10B |
|---|---|---|---|
| Agentic | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B56.4 |
| Coding | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B72.0 |
| Reasoning | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B60.2 |
| Knowledge | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B83.6 |
| Math | Grok 415.3 | MarginNo overlap | Qwen3.5-122B-A10BNot measured |
| Multilingual | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B82.2 |
| Multimodal | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B77.2 |
| Inst. Following | Grok 4Not measured | MarginNo overlap | Qwen3.5-122B-A10B93.4 |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Grok 4 | Qwen3.5-122B-A10B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Grok 4Not available | Qwen3.5-122B-A10B$0 input / $0 output | A complete price comparison is not available. |
| Generation speedtokens per second | Grok 454 tok/s | Qwen3.5-122B-A10BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Grok 415.60 s | Qwen3.5-122B-A10BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Grok 4128K | Qwen3.5-122B-A10B262K | Qwen3.5-122B-A10B lists the larger context window. |
Benchmark Deep Dive
Agentic8 benchmarks
| Benchmark | Grok 4 | Qwen3.5-122B-A10B | Result |
|---|---|---|---|
| τ²-bench resultsSource | 74.9% | 93.6% | Qwen3.5-122B-A10B leads |
| Gert LabsSource | 42.34% | — | Not comparable |
| Terminal-Bench 2.0Source | — | 49.4% | Not comparable |
| BrowseCompSource | — | 63.8% | Not comparable |
| OSWorld-VerifiedSource | — | 58% | Not comparable |
| AA Agentic IndexSource | — | 20.7% | Not comparable |
| GDPval-AASource | — | 23.9% | Not comparable |
| GDPval-AASource | — | 978 | Not comparable |
Coding4 benchmarks
Reasoning3 benchmarks
Knowledge9 benchmarks
| Benchmark | Grok 4 | Qwen3.5-122B-A10B | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 33.3% | 32.3% | Grok 4 leads |
| AA-GPQA DiamondSource | 87.7% | 85.7% | Grok 4 leads |
| AA-HLESource | 23.9% | 23.4% | Grok 4 leads |
| AA-Omniscience IndexSource | 3.8% | -39.6% | Grok 4 leads |
| AA-Omniscience AccuracySource | 41.4% | 24.7% | Grok 4 leads |
| AA-Omniscience Hallucination RateSource | 64.2% | 85.5% | Grok 4 leads |
| MMLU-ProSource | — | 86.7% | Not comparable |
| SuperGPQASource | — | 67.1% | Not comparable |
| GPQASource | — | 86.6% | Not comparable |
Math2 benchmarks
Multilingual1 benchmarks
| Benchmark | Grok 4 | Qwen3.5-122B-A10B | Result |
|---|---|---|---|
| MMLU-ProXSource | — | 82.2% | Not comparable |
Multimodal6 benchmarks
Frequently Asked Questions (3)
Can I compare Grok 4 and Qwen3.5-122B-A10B on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Grok 4 and Qwen3.5-122B-A10B today?
Grok 4: Pricing unavailable Qwen3.5-122B-A10B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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