Batch
Batch is the same model with later delivery. It is not a quality upgrade and is never ranked against a different model.
Rates are headline input and output $/M from the catalogue, not a workload blend. Latency is not measured here. Sellers are counted distinctly, so a vendor listing one model under several of its own tiers counts once. A missing twin is a missing twin.
| Model | Standard in | Batch in | Batch / standard | Sellers | Standard out | Batch out |
|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | $1.50 | $0.375 | 25% | 1 | $7.50 | $1.88 |
| Gemini 3.8 Flash | $1.50 | $0.375 | 25% | 1 | $7.50 | $1.88 |
| GPT-5.6 Sol | $4.00 | $1.00 | 25% | 3 | $20.00 | $5.00 |
| GPT-5.6 Sol Pro | $4.00 | $1.00 | 25% | 2 | $20.00 | $5.00 |
| GLM 5.3 Flash | $0.150 | $0.060 | 40% | 30 | $0.500 | $0.200 |
| Claude Fable 5 | $10.00 | $5.00 | 50% | 5 | $50.00 | $25.00 |
| Claude Fable 5.1 | $10.00 | $5.00 | 50% | 4 | $50.00 | $25.00 |
| Claude Haiku 4.5 | $1.00 | $0.500 | 50% | 4 | $5.00 | $2.50 |
| Claude Opus 4.1 | $15.00 | $7.50 | 50% | 1 | $75.00 | $37.50 |
| Claude Opus 4.5 | $5.00 | $2.50 | 50% | 5 | $25.00 | $12.50 |
| Claude Opus 4.6 | $5.00 | $2.50 | 50% | 5 | $25.00 | $12.50 |
| Claude Opus 4.7 | $5.00 | $2.50 | 50% | 5 | $25.00 | $12.50 |
| Claude Opus 4.8 | $5.00 | $2.50 | 50% | 5 | $25.00 | $12.50 |
| Claude Opus 5 | $5.00 | $2.50 | 50% | 5 | $25.00 | $12.50 |
| Claude Opus 5.5 | $4.00 | $2.00 | 50% | 5 | $20.00 | $10.00 |
| Claude Sonnet 4.5 | $3.00 | $1.50 | 50% | 5 | $15.00 | $7.50 |
| Claude Sonnet 4.6 | $3.00 | $1.50 | 50% | 5 | $15.00 | $7.50 |
| Claude Sonnet 5 | $2.00 | $1.00 | 50% | 5 | $10.00 | $5.00 |
| Claude Sonnet 5.5 | $2.00 | $1.00 | 50% | 5 | $10.00 | $5.00 |
| Codestral 2508 | $0.300 | $0.150 | 50% | 1 | $0.900 | $0.450 |
| Gemini 2.5 Flash | $0.300 | $0.150 | 50% | 1 | $2.50 | $1.25 |
| Gemini 2.5 Flash Lite | $0.100 | $0.050 | 50% | 1 | $0.400 | $0.200 |
| Gemini 2.5 Pro | $1.25 | $0.625 | 50% | 1 | $10.00 | $5.00 |
| Gemini 3 Flash Preview | $0.500 | $0.250 | 50% | 1 | $3.00 | $1.50 |
| Gemini 3.1 Flash Lite | $0.250 | $0.125 | 50% | 1 | $1.50 | $0.750 |
| Gemini 3.1 Pro Preview | $2.00 | $1.00 | 50% | 1 | $12.00 | $6.00 |
| Gemini 3.5 Flash | $1.50 | $0.750 | 50% | 1 | $9.00 | $4.50 |
| Gemini 3.5 Flash Lite | $0.300 | $0.150 | 50% | 1 | $2.50 | $1.25 |
| Gemini 3.6 Flash | $0.750 | $0.375 | 50% | 1 | $3.75 | $1.88 |
| GPT-3.5 Turbo | $0.500 | $0.250 | 50% | 1 | $1.50 | $0.750 |
| GPT-4 Turbo | $10.00 | $5.00 | 50% | 1 | $30.00 | $15.00 |
| GPT-4.1 | $2.00 | $1.00 | 50% | 2 | $8.00 | $4.00 |
| GPT-4.1 Mini | $0.400 | $0.200 | 50% | 2 | $1.60 | $0.800 |
| GPT-4.1 Nano | $0.100 | $0.050 | 50% | 2 | $0.400 | $0.200 |
| GPT-4o | $2.50 | $1.25 | 50% | 2 | $10.00 | $5.00 |
| GPT-4o-mini | $0.150 | $0.075 | 50% | 2 | $0.600 | $0.300 |
| GPT-5 | $1.25 | $0.625 | 50% | 2 | $10.00 | $5.00 |
| GPT-5 Mini | $0.250 | $0.125 | 50% | 2 | $2.00 | $1.00 |
| GPT-5 Nano | $0.050 | $0.025 | 50% | 2 | $0.400 | $0.200 |
| GPT-5 Pro | $15.00 | $7.50 | 50% | 1 | $120 | $60.00 |
| GPT-5.1 | $1.25 | $0.625 | 50% | 2 | $10.00 | $5.00 |
| GPT-5.2 | $1.75 | $0.875 | 50% | 2 | $14.00 | $7.00 |
| GPT-5.2 Pro | $21.00 | $10.50 | 50% | 1 | $168 | $84.00 |
| GPT-5.4 | $2.50 | $1.25 | 50% | 3 | $15.00 | $7.50 |
| GPT-5.4 Mini | $0.750 | $0.375 | 50% | 2 | $4.50 | $2.25 |
| GPT-5.4 Nano | $0.200 | $0.100 | 50% | 2 | $1.25 | $0.625 |
| GPT-5.4 Pro | $30.00 | $15.00 | 50% | 2 | $180 | $90.00 |
| GPT-5.5 | $5.00 | $2.50 | 50% | 3 | $30.00 | $15.00 |
| GPT-5.5 Pro | $30.00 | $15.00 | 50% | 1 | $180 | $90.00 |
| GPT-5.6 Luna | $0.200 | $0.100 | 50% | 3 | $1.20 | $0.600 |
| GPT-5.6 Luna Pro | $0.200 | $0.100 | 50% | 2 | $1.20 | $0.600 |
| GPT-5.6 Terra | $2.00 | $1.00 | 50% | 3 | $12.00 | $6.00 |
| GPT-5.6 Terra Pro | $2.00 | $1.00 | 50% | 2 | $12.00 | $6.00 |
| GPT-6 Astra | $10.00 | $5.00 | 50% | 3 | $50.00 | $25.00 |
| GPT-6 Astra Pro | $10.00 | $5.00 | 50% | 2 | $50.00 | $25.00 |
| GPT-6 Luna | $0.100 | $0.050 | 50% | 3 | $0.500 | $0.250 |
| GPT-6 Luna Pro | $0.100 | $0.050 | 50% | 2 | $0.500 | $0.250 |
| GPT-6 Sol | $2.00 | $1.00 | 50% | 3 | $10.00 | $5.00 |
| GPT-6 Sol Pro | $2.00 | $1.00 | 50% | 2 | $10.00 | $5.00 |
| Ministral 3 8B 2512 | $0.150 | $0.075 | 50% | 1 | $0.150 | $0.075 |
| Mistral Large 3 2512 | $0.500 | $0.250 | 50% | 1 | $1.50 | $0.750 |
| Mistral Medium 3.1 | $0.400 | $0.200 | 50% | 1 | $2.00 | $1.00 |
| Mistral Medium 3.5 | $1.50 | $0.750 | 50% | 1 | $7.50 | $3.75 |
| Mistral Small 4 | $0.150 | $0.075 | 50% | 1 | $0.600 | $0.300 |
| o3 | $2.00 | $1.00 | 50% | 1 | $8.00 | $4.00 |
| o3 Mini | $1.10 | $0.550 | 50% | 1 | $4.40 | $2.20 |
| o4 Mini | $1.10 | $0.550 | 50% | 1 | $4.40 | $2.20 |
| Grok 4.3 | $1.25 | $1.00 | 80% | 1 | $2.50 | $2.00 |
| gpt-oss-120b | $0.030 | $0.030 | 98.7% | 20 | $0.170 | $0.136 |
| gpt-oss-20b | $0.018 | $0.024 | 133.3% | 11 | $0.090 | $0.112 |
| DeepSeek V4.1 Flash | $0.053 | $0.112 | 211.3% | 29 | $0.570 | $0.336 |
| GLM 5.3 | $0.200 | $0.450 | 225% | 32 | $3.40 | $2.00 |
| Kimi K3 | $0.680 | $2.28 | 335.3% | 20 | $13.00 | $11.40 |
