Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
In this head-to-head showdown, OpenAI: o4 Mini High (batch) is more budget-friendly at $2.2/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
2 benchmarks evaluated across capability, speed, and cost
Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.
Auto-discovered from OpenRouter (openai/o4-mini-high:batch). Preview until a second source matches.
Single model data
No latency data
$2.2 / 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 | Claude 3.5 Haiku | OpenAI: o4 Mini High (batch) | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 140 tok/s | — | — |
| Input price | $0.8/1M | $0.55/1M | +$0.25/1M |
| Output price | $2.2/1M | +$1.8/1M | |
| Context window | — |
Simulate monthly production API costs in USD (US Dollar).
OpenAI: o4 Mini High (batch) is estimated to save $35.75/month ($429/year).
Need SWE-bench on both sides.
Lower output list price ($2.2/1M).
Need TTFT on both sides.
Larger window (200k).
Claude 3.5 Haiku 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 | OpenAI: o4 Mini High (batch) | Lower output list price ($2.2/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Claude 3.5 Haiku | Larger window (200k). |
| Screenshots / vision | Claude 3.5 Haiku | Claude 3.5 Haiku is the side marked multimodal in the catalog. |
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Verified Head-to-Head Telemetry
