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openai Provider Benchmarks

Comprehensive performance summary covering 32 models.

This provider hub highlights throughput and latency trends across every openai model monitored by LLM Benchmarks. Use it to compare hosting tiers, track regressions, and discover the fastest variants in the catalogue.

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Provider Snapshot

Models Tracked

32

Avg Tokens / Second

45.47

Avg Time to First Token (ms)

3941.56

Last Updated

Jun 25, 2026

Key Takeaways

  • 32 openai models are actively benchmarked with 10777 total measurements across 9877 benchmark runs.

  • o3 Mini leads the fleet with 111.00 tokens/second, while GPT-5.1-codex-max delivers 63.30 tok/s.

  • Performance varies by 75.4% across the openai model lineup, indicating diverse optimization strategies for different use cases.

  • Avg time to first token across the fleet is 3941.56 ms, showing high responsiveness for interactive applications.

  • The openai model fleet shows varied performance characteristics (51.3% variation coefficient), reflecting diverse model architectures.

Fastest Models

ProviderModelAvg Toks/SecMinMaxAvg TTF (ms)
openaio3 Mini111.0010.70228.001420.00
openaiGPT-5 Nano88.7016.20165.001750.00
openaio188.7010.60163.002230.00
openaiGPT-5.1-codex-mini84.3011.10108.001000.00
openaiGPT-5.1-codex69.3023.4086.901000.00
openaiGPT-5.1-codex-max63.309.46111.002810.00

All Models

Complete list of all openai models tracked in the benchmark system. Click any model name to view detailed performance data.

ProviderModelAvg Toks/SecMinMaxAvg TTF (ms)
openaigpt-3.5-turbo42.401.4175.701250.00
openaigpt-423.105.1738.301410.00
openaigpt-4.141.9014.7066.90740.00
openaigpt-4.1-mini36.602.5060.801210.00
openaigpt-4.1-nano48.502.5682.80990.00
openaigpt-4o37.9010.2059.00950.00
openaigpt-4o-mini33.8010.3053.501070.00
openaiGPT-535.407.0974.604290.00
openaiGPT-5-chat-latest60.4012.1077.501080.00
openaiGPT-5-codex61.307.42115.001300.00
openaiGPT-5 Mini43.4012.70107.002280.00
openaiGPT-5 Nano88.7016.20165.001750.00
openaiGPT-5.133.906.5757.401530.00
openaiGPT-5.1-chat-latest51.802.4773.401690.00
openaiGPT-5.1-codex69.3023.4086.901000.00
openaiGPT-5.1-codex-max63.309.46111.002810.00
openaiGPT-5.1-codex-mini84.3011.10108.001000.00
openaiGPT-5.223.2010.2037.201780.00
openaiGPT-5.2-chat-latest40.709.4354.001820.00
openaigpt-5.2-codex52.109.4067.101100.00
openaiGPT-5.2-pro15.004.6022.2029200.00
openaiGPT-5.3-codex15.500.2933.602560.00
openaiGPT-5.424.805.3046.101800.00
openaiGPT-5.4-mini43.603.4969.301230.00
openaiGPT-5.4-nano48.008.2181.901390.00
openaiGPT-5.519.407.5330.002090.00
openaiGPT-5.5-pro11.701.0528.4025100.00
openaio188.7010.60163.002230.00
openaio340.9010.0099.302050.00
openaio3 Mini111.0010.70228.001420.00
openaio3-pro18.003.6739.8024300.00
openaio4 Mini46.504.44156.001710.00

Featured Models

Frequently Asked Questions

Based on recent tests, o3 Mini shows the highest average throughput among tracked openai models.

This provider summary aggregates 10777 individual prompts measured across 9877 monitoring runs over the past month.