In this head-to-head showdown, Auto Router (Beta) is more budget-friendly at $-1,000,000/1M 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 (openrouter/auto-beta). Preview until a second source matches.
First Claude 4 Opus generation. Baseline for opus 4 vs opus 5.
Single model data
No latency data
$-1000000 / 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 | Auto Router (Beta) | Claude Opus 4 | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| Coding Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | — | 58 tok/s | — |
| Input price | $-1,000,000/1M | +$1,000,015/1M | |
| Output price | $-1,000,000/1M | +$1,000,075/1M | |
| Context window | +1.8M |
Need SWE-bench on both sides.
Lower output list price ($-1,000,000/1M).
Need TTFT on both sides.
Larger window (2M).
Claude Opus 4 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 | Auto Router (Beta) | Lower output list price ($-1,000,000/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Auto Router (Beta) | Larger window (2M). |
| Screenshots / vision | Claude Opus 4 | Claude Opus 4 is the side marked multimodal in the catalog. |
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Verified Head-to-Head Telemetry
