Pairwise benchmark snapshot · Aug 1, 2026
In this head-to-head showdown, Gemini 3 Flash delivers higher overall intelligence and human-preferred responses (Elo 1,495 vs 1,358), while Gemini 3 Flash leads in SWE-bench software engineering benchmarks (75.8%), while Gemini 3 Flash is more budget-friendly at $0.6/1M 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
Open-weights reasoning model trained with large-scale RL.
Fast Google frontier-adjacent model. Near-top official SWE-bench at a fraction of Opus price.
Simulate accuracy gains vs added response time & token cost
Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.
Δ 137 Arena Elo pts
190 tok/s
$0.6 / 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 | DeepSeek R1 | Gemini 3 Flash | Advantage Delta |
|---|---|---|---|
| Preference Elo | +137 | ||
| Coding Elo | — | — | |
| LiveBench | +7.8% | ||
| SWE-bench | +10.6% | ||
| GPQA Diamond | +1.4% | ||
| Time to first token | +325 ms | ||
| Output speed | 62 tok/s | 190 tok/s | +128 tok/s |
| Input price | $0.55/1M | $0.15/1M | +$0.4/1M |
| Output price | $2.19/1M | $0.6/1M | +$1.59/1M |
| Context window | +872k |
Simulate monthly production API costs in USD (US Dollar).
Gemini 3 Flash is estimated to save $37.85/month ($454/year).
Higher SWE-bench (75.8%).
Lower output list price ($0.6/1M).
Lower TTFT (95 ms).
Larger window (1M).
Gemini 3 Flash is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | Gemini 3 Flash | Higher SWE-bench (75.8%). |
| High-volume chat | Gemini 3 Flash | Lower output list price ($0.6/1M). |
| Voice / low-latency UI | Gemini 3 Flash | Lower TTFT (95 ms). |
| Long-document RAG | Gemini 3 Flash | Larger window (1M). |
| Screenshots / vision | Gemini 3 Flash | Gemini 3 Flash is the side marked multimodal in the catalog. |
March 2026 speed SKU. Still a useful cheap-coding compare even after 3.6/3.7 Flash.
Jan 2025 reasoning model. Still searched. V4 Pro is the newer DeepSeek buy.
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