Pairwise benchmark snapshot · Aug 1, 2026
In this head-to-head showdown, Yi-Large delivers higher overall intelligence and human-preferred responses (Elo 1,430 vs 1,260), while Yi-Large leads in SWE-bench software engineering benchmarks (53.8%), while Yi-Large is more budget-friendly at $0.3/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
9 direct benchmark disciplines evaluated across capability, speed, and cost
First million-token Gemini Pro. Baseline for 1.5 vs 2.5 vs 3.x Pro.
01.AI full-scale dense model for complex instruction following.
Δ 170 Arena Elo pts
90 tok/s
$0.3 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Comparing top Western standard models with China's leading frontier rival across 6 skill 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 | Gemini 1.5 Pro | Yi-Large | Advantage Delta |
|---|---|---|---|
| Preference Elo | +170 | ||
| Coding Elo | — | — | |
| LiveBench | +11.3% | ||
| SWE-bench | +15.8% | ||
| GPQA Diamond | +14.4% | ||
| Time to first token | +20 ms | ||
| Output speed | 70 tok/s | 90 tok/s | +20 tok/s |
| Input price | $1.25/1M | $0.3/1M | +$0.95/1M |
| Output price | $0.3/1M | +$4.7/1M | |
| Context window | +2M |
Simulate monthly production API costs in USD (US Dollar).
Yi-Large is estimated to save $103.75/month ($1,245/year).
Higher SWE-bench (53.8%).
Lower output list price ($0.3/1M).
Lower TTFT (220 ms).
Larger window (2M).
Gemini 1.5 Pro is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | Yi-Large | Higher SWE-bench (53.8%). |
| High-volume chat | Yi-Large | Lower output list price ($0.3/1M). |
| Voice / low-latency UI | Yi-Large | Lower TTFT (220 ms). |
| Long-document RAG | Gemini 1.5 Pro | Larger window (2M). |
| Screenshots / vision | Gemini 1.5 Pro | Gemini 1.5 Pro is the side marked multimodal in the catalog. |
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