Pairwise benchmark snapshot · Aug 17, 2026
In this head-to-head showdown, Qwen3 235B delivers higher overall intelligence and human-preferred responses (Elo 1,440 vs 1,285), while Qwen3 235B leads in SWE-bench software engineering benchmarks (59.4%), while Llama 3.3 70B is more budget-friendly at $0.32/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
Δ 155 Arena Elo pts
140 tok/s
$0.32 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
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 | Llama 3.3 70B | Qwen3 235B | Advantage Delta |
|---|---|---|---|
| Preference Elo | Qwen3 235B (+155) | ||
| LiveBench | Qwen3 235B (+13.7%) | ||
| SWE-bench | Qwen3 235B (+14.3%) | ||
| GPQA Diamond | Qwen3 235B (+11.1%) | ||
| Time to first token | Llama 3.3 70B (+160 ms) | ||
| Output speed | 140 tok/s | 74 tok/s | Llama 3.3 70B (+66 tok/s) |
| Input price | $0.1/1M | $0.455/1M | Llama 3.3 70B (+$0.355/1M) |
| Output price | $0.32/1M | $1.82/1M | Llama 3.3 70B (+$1.5/1M) |
| Context window | — |
Simulate monthly production API costs in USD (US Dollar).
Llama 3.3 70B is estimated to save $34.93/month ($419/year).
Higher SWE-bench (59.4%).
Lower output list price ($0.32/1M).
Lower TTFT (160 ms).
Larger window (131k).
Qwen3 235B is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | Qwen3 235B | Higher SWE-bench (59.4%). |
| High-volume chat | Llama 3.3 70B | Lower output list price ($0.32/1M). |
| Voice / low-latency UI | Llama 3.3 70B | Lower TTFT (160 ms). |
| Long-document RAG | Llama 3.3 70B | Larger window (131k). |
| Screenshots / vision | Qwen3 235B | Qwen3 235B is the side marked multimodal in the catalog. |
Sep 2025 open-weight mixture-of-experts. Self-host path. Don’t confuse it with Qwen 3 Max.
Dec 2024 instruct 70B. Still a self-host baseline. Llama 4 is the 2026 buy.
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