Analysis Summary
Morph V3 Fast is the speed-optimised variant of Morph's V3 family, with an 80K context window and slightly lower pricing than V3 Large. No benchmark data is available, so capability cannot be assessed.
For businesses, the absence of performance evidence makes this model unsuitable for production use without internal validation. The smaller context window and lower price point suggest it is positioned for high-throughput, lower-complexity tasks, but this is speculative without data.
Teams should wait for published benchmarks before considering this model for any business workflow. At current pricing, there are better-characterised alternatives available at comparable or lower cost.
Assessed July 10, 2026
Editorial notes
Morph V3 Fast has no benchmark data; at $0.80/$1.20 per million tokens with an 80K context, there is no basis for recommending it over established alternatives.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Morph V3 Fast has no benchmark data; at $0.80/$1.20 per million tokens with an 80K context, there is no basis for recommending it over established alternatives.
How Morph: Morph V3 Fast compares
Its 82K-token context window is larger than 33% of the models we list. At $0.80 per million input tokens it is cheaper than 29% of comparable models.
Dark bar = input Ā· light bar = output, scaled to the priciest peer.
1M tokens ā 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side āPricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.80 | $0.000800 |
| Output | $1.20 | $0.001200 |
What would Morph: Morph V3 Fast cost your business?
Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.
A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 612 models ā Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Morph: Morph V3 Fast for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Morph: Morph V3 Fast
Morph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: {instruction} {initial_code} {edit_snippet}..
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Frequently asked questions about Morph: Morph V3 Fast
How much does Morph: Morph V3 Fast cost?
Morph: Morph V3 Fast costs $0.80 per million input tokens and $1.20 per million output tokens.
What is the context window of Morph: Morph V3 Fast?
Morph: Morph V3 Fast has a context window of 81,920 tokens (82K).
Who created Morph: Morph V3 Fast?
Morph: Morph V3 Fast is developed by Morph and was released on July 7, 2025.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: July 19, 2026 10:00 am