Compare / head-to-head
GLM-4.1V-9B-Thinkingvs
Qwen3-VL 235B-A22B Instruct
Qwen3-VL 235B-A22B Instruct leads 2 of 2 shared benchmarks. Qwen3-VL 235B-A22B Instruct has the larger context window (256K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 2
Qwen3-VL 235B-A22B Instruct leads
Cheaper per token
—
list price, input + output
Larger context
Qwen3-VL 235B-A22B Instruct
256K tokens
Providers
2 providers
Z.ai · Qwen
GLM-4.1V-9B-Thinking
Z.ai · released 2025-07-01
textvisionvideo
- Context
- 64K
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 13 · 0 core
Qwen3-VL 235B-A22B Instruct
Qwen · released 2025-09-23
textvisionvideo
Quality
Benchmark matrix
2 shared · 11 only GLM-4.1V-9B-Thinking · 15 only Qwen3-VL 235B-A22B Instruct| Benchmark | GLM-4.1V-9B-Thinking | Qwen3-VL 235B-A22B Instruct | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 2 | ||||
| MMMU (val) | 68% ↗ | 78.7% ↗ | -10.7 pt | Qwen3-VL 235B-A22B Instruct |
| VideoMME (w/o sub) | 68.2% ↗ | 79.2% ↗ | -11 pt | Qwen3-VL 235B-A22B Instruct |
| Only GLM-4.1V-9B-Thinking reports · 11 | ||||
| AndroidWorld | 41.7% ↗ | not reported | — | — |
| ChartQAPro | 59.5% ↗ | not reported | — | — |
| Design2Code | 64.7% ↗ | not reported | — | — |
| MathVision | 54.4% ↗ | not reported | — | — |
| MathVista | 80.7% ↗ | not reported | — | — |
| MMBench v1.1 | 85.8% ↗ | not reported | — | — |
| MMMU Pro | 57.1% ↗ | not reported | — | — |
| MMStar | 72.9% ↗ | not reported | — | — |
| OCRBench | 84.2% ↗ | not reported | — | — |
| OSWorld | 14.9% ↗ | not reported | — | — |
| VideoMMMU | 61% ↗ | not reported | — | — |
| Only Qwen3-VL 235B-A22B Instruct reports · 15 | ||||
| MMLU-Pro | not reported | 81.8% ↗ | — | — |
| LMArena Elo | not reported | 1413.4 ↗ | — | — |
| AIME25 | not reported | 74.7% ↗ | — | — |
| Arena-Hard v2 | not reported | 77.4% ↗ | — | — |
| BFCL-v3 | not reported | 67.7% ↗ | — | — |
| HMMT25 | not reported | 57.4% ↗ | — | — |
| IFEval | not reported | 87.8% ↗ | — | — |
| LCBV6 (25.02-25.05) | not reported | 54.3% ↗ | — | — |
| LMArena Vision (LMArena) | not reported | 1215.1 ↗ | — | — |
| MathVista (mini) | not reported | 84.9% ↗ | — | — |
| MMLU-Redux | not reported | 92.2% ↗ | — | — |
| MMMU_Pro | not reported | 68.1% ↗ | — | — |
| ScreenSpot Pro | not reported | 62% ↗ | — | — |
| SimpleQA | not reported | 51.9% ↗ | — | — |
| SuperGPQA | not reported | 60.4% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-4.1V-9B-Thinking minus Qwen3-VL 235B-A22B Instruct in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | GLM-4.1V-9B-Thinking | Qwen3-VL 235B-A22B Instruct | Edge |
|---|---|---|---|
| Context window | 64K tokens | 256K tokens | Qwen3-VL 235B-A22B Instruct |
| Max output | — | — | — |
| Input price / 1M | — | $0.4 ↗ | — |
| Output price / 1M | — | $1.6 ↗ | — |
| Cached input / 1M | — | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | — | $2 | — |
| Modalities | text · vision · video | text · vision · video | Tie |
| Released | 2025-07-01 | 2025-09-23 | — |
| Cited benchmark scores | 13 | 17 | — |
Reliability
Provider status
Live from /statusMore matchups
GLM-4.1V-9B-Thinking vs …
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Qwen3-VL 235B-A22B Instruct vs …
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Which one wins on your data?
Public benchmarks are a starting point. Run GLM-4.1V-9B-Thinking and Qwen3-VL 235B-A22B Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.