Compare / head-to-head
GLM-4.6Vvs
Phi-4-Reasoning-Vision-15B
GLM-4.6V leads 2 of 2 shared benchmarks. GLM-4.6V has the larger context window (128K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
2 – 0
GLM-4.6V leads
Cheaper per token
—
list price, input + output
Larger context
GLM-4.6V
128K tokens
Providers
2 providers
Z.ai · Microsoft
GLM-4.6V
Z.ai · released 2025-12-08
textvisionvideo
Phi-4-Reasoning-Vision-15B
Microsoft · released 2026-03-04
textvision
- Context
- 16K
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 10 · 0 core
Quality
Benchmark matrix
2 shared · 15 only GLM-4.6V · 8 only Phi-4-Reasoning-Vision-15B| Benchmark | GLM-4.6V | Phi-4-Reasoning-Vision-15B | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 2 | ||||
| MMStar | 75.9% ↗ | 64.5% ↗ | +11.4 pt | GLM-4.6V |
| OCRBench | 86.5% ↗ | 76% ↗ | +10.5 pt | GLM-4.6V |
| Only GLM-4.6V reports · 15 | ||||
| LMArena Elo | 1378.7 ↗ | not reported | — | — |
| AndroidWorld | 57% ↗ | not reported | — | — |
| ChartQAPro | 65.5% ↗ | not reported | — | — |
| CharXiv_Val-Reasoning | 63.2% ↗ | not reported | — | — |
| Design2Code | 88.6% ↗ | not reported | — | — |
| LMArena Vision (LMArena) | 1161.5 ↗ | not reported | — | — |
| MathVista | 85.2% ↗ | not reported | — | — |
| MMBench V1.1 | 88.8% ↗ | not reported | — | — |
| MMBrowseComp | 7.6% ↗ | not reported | — | — |
| MMLongBench-Doc | 54.9% ↗ | not reported | — | — |
| MMMU (Val) | 76% ↗ | not reported | — | — |
| MMMU_Pro | 66% ↗ | not reported | — | — |
| OSWorld | 37.2% ↗ | not reported | — | — |
| VideoMMMU | 74.7% ↗ | not reported | — | — |
| WebVoyager | 81% ↗ | not reported | — | — |
| Only Phi-4-Reasoning-Vision-15B reports · 8 | ||||
| AI2D_TEST | not reported | 84.8% ↗ | — | — |
| ChartQA_TEST | not reported | 83.3% ↗ | — | — |
| HallusionBench | not reported | 64.4% ↗ | — | — |
| MathVerse_MINI | not reported | 44.9% ↗ | — | — |
| MathVision_MINI | not reported | 36.2% ↗ | — | — |
| MathVista_MINI | not reported | 75.2% ↗ | — | — |
| MMMU_VAL | not reported | 54.3% ↗ | — | — |
| ScreenSpot_v2 | not reported | 88.2% ↗ | — | — |
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-4.6V minus Phi-4-Reasoning-Vision-15B 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-4.6V | Phi-4-Reasoning-Vision-15B | Edge |
|---|---|---|---|
| Context window | 128K tokens | 16K tokens | GLM-4.6V |
| Max output | 32K tokens | — | — |
| Input price / 1M | $0.3 ↗ | — | — |
| Output price / 1M | $0.9 ↗ | — | — |
| Cached input / 1M | $0.05 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $1.2 | — | — |
| Modalities | text · vision · video | text · vision | GLM-4.6V |
| Released | 2025-12-08 | 2026-03-04 | — |
| Cited benchmark scores | 17 | 10 | — |
Reliability
Provider status
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Which one wins on your data?
Public benchmarks are a starting point. Run GLM-4.6V and Phi-4-Reasoning-Vision-15B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.