Compare / head-to-head

GLM-4.5VvsQwen3-VL 235B-A22B Instruct

Qwen3-VL 235B-A22B Instruct leads 4 of 4 shared benchmarks. Qwen3-VL 235B-A22B Instruct is 1.2x cheaper per token. 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 – 4
Qwen3-VL 235B-A22B Instruct leads
Cheaper per token
Qwen3-VL 235B-A22B Instruct
1.2x cheaper, input + output
Larger context
Qwen3-VL 235B-A22B Instruct
256K tokens
Providers
2 providers
Z.ai · Qwen
GLM-4.5V
Z.ai · released 2025-08-11
textvisionvideo
Context
64K
Max out
16K
Input /1M
$0.6 ↗
Output /1M
$1.8 ↗
Cached /1M
$0.11
Scores
17 · 2 core
Qwen3-VL 235B-A22B Instruct
Qwen · released 2025-09-23
textvisionvideo
Context
256K
Max out
—
Input /1M
$0.4 ↗
Output /1M
$1.6 ↗
Cached /1M
—
Scores
17 · 6 core
Quality

Benchmark matrix

BenchmarkGLM-4.5VQwen3-VL 235B-A22B InstructΔEdge
Reported by both · 4
LMArena Elo1352.4 ↗1413.4 ↗-61Qwen3-VL 235B-A22B Instruct
LMArena Vision (LMArena)1152.7 ↗1215.1 ↗-62.4Qwen3-VL 235B-A22B Instruct
MMMU (val)75.4% ↗78.7% ↗-3.3 ptQwen3-VL 235B-A22B Instruct
VideoMME (w/o sub)74.6% ↗79.2% ↗-4.6 ptQwen3-VL 235B-A22B Instruct
Only GLM-4.5V reports · 13
AndroidWorld57% ↗not reported——
ChartQAPro64% ↗not reported——
Design2Code82.2% ↗not reported——
MathVision65.6% ↗not reported——
MathVista84.6% ↗not reported——
MMBench v1.188.2% ↗not reported——
MMLongBench-Doc44.7% ↗not reported——
MMMU Pro65.2% ↗not reported——
MMStar75.3% ↗not reported——
OCRBench86.5% ↗not reported——
OSWorld35.8% ↗not reported——
VideoMMMU72.4% ↗not reported——
WebVoyagerSom84.4% ↗not reported——
Only Qwen3-VL 235B-A22B Instruct reports · 13
MMLU-Pronot reported81.8% ↗——
AIME25not reported74.7% ↗——
Arena-Hard v2not reported77.4% ↗——
BFCL-v3not reported67.7% ↗——
HMMT25not reported57.4% ↗——
IFEvalnot reported87.8% ↗——
LCBV6 (25.02-25.05)not reported54.3% ↗——
MathVista (mini)not reported84.9% ↗——
MMLU-Reduxnot reported92.2% ↗——
MMMU_Pronot reported68.1% ↗——
ScreenSpot Pronot reported62% ↗——
SimpleQAnot reported51.9% ↗——
SuperGPQAnot reported60.4% ↗——
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-4.5V 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

SpecGLM-4.5VQwen3-VL 235B-A22B InstructEdge
Context window64K tokens256K tokensQwen3-VL 235B-A22B Instruct
Max output16K tokens——
Input price / 1M$0.6 ↗$0.4 ↗Qwen3-VL 235B-A22B Instruct
Output price / 1M$1.8 ↗$1.6 ↗Qwen3-VL 235B-A22B Instruct
Cached input / 1M$0.11 ↗——
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.4$2Qwen3-VL 235B-A22B Instruct
Modalitiestext · vision · videotext · vision · videoTie
Released2025-08-112025-09-23—
Cited benchmark scores1717—
Reliability

Provider status

All providers →
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5V and Qwen3-VL 235B-A22B Instruct on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.