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. A missing twin is a missing twin.
| Model | Standard in | Batch in | Batch / standard | Standard out | Batch out |
|---|---|---|---|---|---|
| Claude Fable 5 | $10.00 | $5.00 | 50% | $50.00 | $25.00 |
| Claude Haiku 4.5 | $1.00 | $0.500 | 50% | $5.00 | $2.50 |
| Claude Opus 4.1 | $15.00 | $7.50 | 50% | $75.00 | $37.50 |
| Claude Opus 4.5 | $5.00 | $2.50 | 50% | $25.00 | $12.50 |
| Claude Opus 4.6 | $5.00 | $2.50 | 50% | $25.00 | $12.50 |
| Claude Opus 4.7 | $5.00 | $2.50 | 50% | $25.00 | $12.50 |
| Claude Opus 4.8 | $5.00 | $2.50 | 50% | $25.00 | $12.50 |
| Claude Opus 5 | $5.00 | $2.50 | 50% | $25.00 | $12.50 |
| Claude Sonnet 4.5 | $3.00 | $1.50 | 50% | $15.00 | $7.50 |
| Claude Sonnet 4.6 | $3.00 | $1.50 | 50% | $15.00 | $7.50 |
| Claude Sonnet 5 | $2.00 | $1.00 | 50% | $10.00 | $5.00 |
| Gemini 2.5 Flash | $0.300 | $0.150 | 50% | $2.50 | $1.25 |
| Gemini 2.5 Flash Lite | $0.100 | $0.050 | 50% | $0.400 | $0.200 |
| Gemini 2.5 Pro | $1.25 | $0.625 | 50% | $10.00 | $5.00 |
| Gemini 3 Flash Preview | $0.500 | $0.250 | 50% | $3.00 | $1.50 |
| Gemini 3.1 Flash Lite | $0.250 | $0.125 | 50% | $1.50 | $0.750 |
| Gemini 3.1 Pro Preview | $2.00 | $1.00 | 50% | $12.00 | $6.00 |
| Gemini 3.5 Flash | $1.50 | $0.750 | 50% | $9.00 | $4.50 |
| Gemini 3.5 Flash Lite | $0.300 | $0.150 | 50% | $2.50 | $1.25 |
| Gemini 3.6 Flash | $0.750 | $0.375 | 50% | $3.75 | $1.88 |
| Gemini 3.7 Flash | $0.375 | $0.188 | 50% | $1.88 | $0.938 |
| GPT-3.5 Turbo | $0.500 | $0.250 | 50% | $1.50 | $0.750 |
| GPT-4 Turbo | $10.00 | $5.00 | 50% | $30.00 | $15.00 |
| GPT-4.1 | $2.00 | $1.00 | 50% | $8.00 | $4.00 |
| GPT-4.1 Mini | $0.400 | $0.200 | 50% | $1.60 | $0.800 |
| GPT-4.1 Nano | $0.100 | $0.050 | 50% | $0.400 | $0.200 |
| GPT-4o | $2.50 | $1.25 | 50% | $10.00 | $5.00 |
| GPT-4o-mini | $0.150 | $0.075 | 50% | $0.600 | $0.300 |
| GPT-5 | $1.25 | $0.625 | 50% | $10.00 | $5.00 |
| GPT-5 Mini | $0.250 | $0.125 | 50% | $2.00 | $1.00 |
| GPT-5 Nano | $0.050 | $0.025 | 50% | $0.400 | $0.200 |
| GPT-5 Pro | $15.00 | $7.50 | 50% | $120 | $60.00 |
| GPT-5.1 | $1.25 | $0.625 | 50% | $10.00 | $5.00 |
| GPT-5.2 | $1.75 | $0.875 | 50% | $14.00 | $7.00 |
| GPT-5.2 Pro | $21.00 | $10.50 | 50% | $168 | $84.00 |
| GPT-5.4 | $2.50 | $1.25 | 50% | $15.00 | $7.50 |
| GPT-5.4 Mini | $0.750 | $0.375 | 50% | $4.50 | $2.25 |
| GPT-5.4 Nano | $0.200 | $0.100 | 50% | $1.25 | $0.625 |
| GPT-5.4 Pro | $30.00 | $15.00 | 50% | $180 | $90.00 |
| GPT-5.5 | $5.00 | $2.50 | 50% | $30.00 | $15.00 |
| GPT-5.5 Pro | $30.00 | $15.00 | 50% | $180 | $90.00 |
| GPT-5.6 Luna | $0.200 | $0.100 | 50% | $1.20 | $0.600 |
| GPT-5.6 Luna Pro | $0.200 | $0.100 | 50% | $1.20 | $0.600 |
| GPT-5.6 Sol | $2.00 | $1.00 | 50% | $10.00 | $5.00 |
| GPT-5.6 Sol Pro | $2.00 | $1.00 | 50% | $10.00 | $5.00 |
| GPT-5.6 Terra | $2.00 | $1.00 | 50% | $12.00 | $6.00 |
| GPT-5.6 Terra Pro | $2.00 | $1.00 | 50% | $12.00 | $6.00 |
| o1 | $15.00 | $7.50 | 50% | $60.00 | $30.00 |
| o1-pro | $150 | $75.00 | 50% | $600 | $300 |
| o3 | $2.00 | $1.00 | 50% | $8.00 | $4.00 |
| o3 Mini | $1.10 | $0.550 | 50% | $4.40 | $2.20 |
| o3 Mini High | $1.10 | $0.550 | 50% | $4.40 | $2.20 |
| o3 Pro | $20.00 | $10.00 | 50% | $80.00 | $40.00 |
| o4 Mini | $1.10 | $0.550 | 50% | $4.40 | $2.20 |
| o4 Mini High | $1.10 | $0.550 | 50% | $4.40 | $2.20 |
| MiniMax M3 | $0.300 | $0.300 | 100% | $1.20 | $1.20 |
| Nemotron 3 Ultra | $0.600 | $0.600 | 100% | $3.60 | $3.60 |
| Inkling | $0.950 | $1.00 | 105.3% | $4.05 | $4.05 |
| GLM 5.2 | $1.19 | $1.40 | 117.6% | $3.74 | $4.40 |
| Kimi K2.7 Code | $0.670 | $0.950 | 141.8% | $3.40 | $4.00 |
1 batch rows have no standard twin in this catalogue and are omitted from the table.