Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
In this head-to-head showdown, Amazon: Nova Pro 1.0 is more budget-friendly at $3.2/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
3 benchmarks evaluated across capability, speed, and cost
Auto-discovered from OpenRouter (z-ai/glm-5v-turbo). Preview until a second source matches.
Auto-discovered from OpenRouter (amazon/nova-pro-v1). Preview until a second source matches.
Single model data
No latency data
$3.1999999999999997 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.
Category wins across reasoning intelligence, generation speed, and token cost.
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
| Benchmark | Z.ai: GLM 5V Turbo | Amazon: Nova Pro 1.0 | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| Coding Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 112 tok/s | — | — |
| Input price | $1.2/1M | $0.8/1M | +$0.4/1M |
| Output price | $3.2/1M | +$0.8/1M | |
| Context window | +97k |
Simulate monthly production API costs in USD (US Dollar).
Amazon: Nova Pro 1.0 is estimated to save $26.00/month ($312/year).
Need SWE-bench on both sides.
Lower output list price ($3.2/1M).
Need TTFT on both sides.
Larger window (300k).
Z.ai: GLM 5V Turbo is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | insufficient data | Need SWE-bench on both sides. |
| High-volume chat | Amazon: Nova Pro 1.0 | Lower output list price ($3.2/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Amazon: Nova Pro 1.0 | Larger window (300k). |
| Screenshots / vision | Z.ai: GLM 5V Turbo | Z.ai: GLM 5V Turbo is the side marked multimodal in the catalog. |
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Verified Head-to-Head Telemetry
