Data points: 82
The readout for DeepSeek V3.2 and GLM-4.6, before the detailed comparison sheet.
Decision read
DeepSeek V3.2
DeepSeek V3.2 currently has the stronger profile, with verified wins split 4 to 1.
Evidence depth
82 data points
Includes 8 benchmark rows, 0 audit samples, and 8 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 16 high-signal samples across speed, scores, and audit health.
Model compare DeepSeek V3.2 vs GLM-4.6deepseek-v3-2-vs-glm-4-6 | Model A DeepSeek V3.2 | Model B GLM-4.6 |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 1 wins |
| Where it leads | First-token latency, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | DeepSeek V3.2 | GLM-4.6 |
|---|---|---|
| Input price | $0.500/M#18 |
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V3.2 | GLM-4.6 |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V3.2 | GLM-4.6 |
|---|---|---|
141 tests | DeepSeek V3.2 speed / latency 26 tok/s / 11490ms input / output No data |
This report only uses LMSpeed data for DeepSeek V3.2 and GLM-4.6: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V3.2 | GLM-4.6 |
|---|---|---|
| When to choose each model | DeepSeek V3.2 DeepSeek V3.2 is stronger when you prioritize First-token latency, Free providers, Provider coverage, Recent tests. | GLM-4.6 GLM-4.6 is stronger when you prioritize Average speed. |
TL;DR: DeepSeek V3.2 leads across 82 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek V3.2 vs GLM-4.6 into nearby model comparisons with enough verified LMSpeed data.
| Average speed |
| Model metadata | DeepSeek V3.2 exposes 131.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. | GLM-4.6 exposes 202.8K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
|---|---|---|
| Developer | DeepSeek | No data |
| Context window | 131.1K tokens | 202.8K tokens |
| Max output | 64K tokens | 131.1K tokens |
| Released | Dec 2025 | Sep 2025 |
| Modalities | Input Text Output Text | Input Text Output Text |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | Other |
| Knowledge cutoff | No data | 2025-03-31 |
| OpenRouter ID | deepseek/deepseek-v3.2 | z-ai/glm-4.6 |
| References | No data | No data |
| Output price | $1.60/M#21 | $2.20/M#25 |
|---|
| MMLU-Pro | 83.7%#23 | 78.4%#45 |
|---|
| Blended price | $0.775/M#31 | $1.00/M#38 |
|---|
| LiveCodeBench | 59.3%#43 | 56.1%#47 |
|---|
| SciCode | 38.7%#54 | 33.1%#83 |
|---|
| HLE | 10.5%#64 | 5.2%#85 |
|---|
| GPQA | 75.1%#68 | 63.2%#98 |
|---|
GLM-4.6
speed / latency
61 tok/s / 15383ms
input / output
No data
6345ywz API35 tests | DeepSeek V3.2 speed / latency 227 tok/s / 1884ms input / output No data | GLM-4.6 speed / latency N/A / N/A input / output No data |
|---|
RinkoAI30 tests | DeepSeek V3.2 speed / latency 25 tok/s / 2484ms input / output No data | GLM-4.6 speed / latency N/A / N/A input / output No data |
|---|
N1N20 tests | DeepSeek V3.2 speed / latency 37 tok/s / 1522ms input / output No data | GLM-4.6 speed / latency 56 tok/s / 1357ms input / output No data |
|---|
向量引擎10 tests | DeepSeek V3.2 speed / latency 34 tok/s / 2500ms input / output No data | GLM-4.6 speed / latency N/A / N/A input / output No data |
|---|
DeepSeek V3.2 deepseek-ai/deepseek-v3.2 speed / latency No data input / output $0/M / $0/M | GLM-4.6 glm-4.6 speed / latency No data input / output $0.286/M / $1.14/M |
DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $0.0010/M / $0.0010/M | GLM-4.6 glm-4.6-chat(次模型) speed / latency No data input / output $0.100/M / $0.100/M |
DeepSeek V3.2 deepseek-v3.2-speciale speed / latency No data input / output $0.010/M / $0.010/M | GLM-4.6 glm-4.6 speed / latency No data input / output $0.010/M / $0.010/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
