Pairwise benchmark snapshot · Aug 17, 2026
This page compares DeepSeek R1 (DeepSeek) and Z.ai: GLM 5V Turbo (Zhipu) using the latest snapshots we have as of Aug 17, 2026. On preference Elo, Z.ai: GLM 5V Turbo is ahead by 117 points (1,475 vs 1,358; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, DeepSeek R1 resolves 65.2% versus 65.2% (swebench (Aug 17, 2026)). Z.ai: GLM 5V Turbo streams faster (112 tok/s) while DeepSeek R1 is the cheaper output token ($2.5/1M). Z.ai: GLM 5V Turbo has the larger context window (203k tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.
Zhipu
Z.ai: GLM 5V TurboAuto-discovered from OpenRouter (z-ai/glm-5v-turbo). Preview until a second source matches.
enable_reasoningReasoning models scale test-time compute by generating hidden chain-of-thought (CoT) tokens. These tokens are billed at standard output rates and directly expand latency (TTFT) in exchange for higher GPQA Diamond and SWE-bench Verified problem resolve rates.
Standard large-scale RL reasoning trace with self-correction.
"enable_reasoning": true
"reasoning": {
"effort": "medium",
"max_tokens": 2800
}Instant pairwise benchmark recalculation across 400+ LLMs
Category wins across intelligence, speed, and pricing efficiency.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
117 pts advantage
50 tok/s faster
$1.50/1M cheaper
Simulate monthly production API costs in USD (US Dollar).
DeepSeek R1 is estimated to save $40.00/month ($480/year).
Higher SWE-bench (65.2%).
Lower output list price ($2.5/1M).
Lower TTFT (180 ms).
Larger window (203k).
Z.ai: GLM 5V Turbo is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | DeepSeek R1 | Higher SWE-bench (65.2%). |
| High-volume chat | DeepSeek R1 | Lower output list price ($2.5/1M). |
| Voice / low-latency UI | Z.ai: GLM 5V Turbo | Lower TTFT (180 ms). |
| Long-document RAG | Z.ai: GLM 5V Turbo | Larger window (203k). |
| Screenshots / vision | Z.ai: GLM 5V Turbo | Z.ai: GLM 5V Turbo is the side marked multimodal in the catalog. |
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The real PNG is generated at /compare/deepseek-r1-vs-glm-5v-turbo/opengraph-image for crawlers.
Verified head-to-head card