AI Model Atlas / Morph
Morph V3 Fast (batch)
One million input tokens cost $0.40 and one million output tokens $0.60. Context window: 82k tokens, about 137 A4 pages.
What it costs in practice
Pricing per million tokens doesn't mean anything to anyone, so I convert it to three tasks that people actually give to models. The usage assumptions are listed for each row so you can verify them.
| Task | Input | Output | Cost |
|---|---|---|---|
| 1500-word articlebrief plus finished text in English | 1,500 tokens | 2,200 tokens | $0.0019 |
| 100 chat queries700 tokens per question and 400 per answer | 70,000 tokens | 40,000 tokens | $0.05 |
| Hour of work with an agentagent reads repository and writes fixes | 250,000 tokens | 30,000 tokens | $0.12 |
Technical details
| Provider | Morph |
| Modalities | text → text |
| Context window | 82k tokens (~137 A4 pages) |
| Maximum response | 38k tokens |
| Step-by-step reasoning | no |
| Tool calling | no |
| Forced JSON format | no |
| Knowledge cutoff | not specified |
| Cache read | no data |
| Content moderation | no extra filter |
How it compares to the rest
The database contains 469 models. In terms of input pricing Morph V3 Fast (batch) is more expensive than 46 percent of paid models. A longer context window is available in 431 models.
Input price history
2026-11-08 · $0.402026-11-11 · $0.40
The chart shows the price of a million input tokens on consecutive measurement days. History starts on the day I launched the atlas and grows with each day. I don't backfill data.
Alternatives at a similar price
Models from other providers whose cost for the same article comes out closest.
| Model | Input / M | Output / M | 1500-word article | Context |
|---|---|---|---|---|
| Qwen3 Coder NextQwen (Alibaba) | $0.12 | $0.80 | $0.0019 | 262k |
| Qwen3 235B A22B Instruct 2507Qwen (Alibaba) | $0.14 | $0.80 | $0.0020 | 262k |
| Gemini 3.1 Flash Lite (batch)Google | $0.13 | $0.75 | $0.0018 | 1M |
| Qwen3 VL 8B InstructQwen (Alibaba) | $0.25 | $0.75 | $0.0020 | 262k |
Compare Morph V3 Fast (batch) with another model or go back to the full database 469 models.