AI Model Atlas / Morph
Morph V3 Fast
One million input tokens cost $0.80 and one million output tokens $1.20. Context window: 262k tokens, about 437 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 | $0.0038 |
| 100 chat queries700 tokens per question and 400 per answer | 70,000 tokens | 40,000 tokens | $0.10 |
| Hour of work with an agentagent reads repository and writes fixes | 250,000 tokens | 30,000 tokens | $0.24 |
Technical details
| Provider | Morph |
| Modalities | text → text |
| Context window | 262k tokens (~437 A4 pages) |
| Maximum response | 131k tokens |
| Step-by-step reasoning | no |
| Tool calling | no |
| Forced JSON format | yes |
| 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 is more expensive than 59 percent of paid models. A longer context window is available in 253 models.
Input price history
2026-09-08 · $0.802026-11-11 · $0.80
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 |
|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15Qwen (Alibaba) | $0.26 | $1.56 | $0.0038 | 1M |
| Command A+Cohere | $0.30 | $1.50 | $0.0038 | 192k |
| SonarPerplexity | $1.00 | $1.00 | $0.0037 | 127k |
| Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google | $0.25 | $1.50 | $0.0037 | 66k |
Compare Morph V3 Fast with another model or go back to the full database 469 models.