Morph V3 Fast
Morph · released Jul 7, 2025
- Type
- Proprietary
- Input
- $0.80
- Output
- $1.20
- Cached
- Not published
List price · per 1M tokens · Morph at 82K context · source ↗
Our take
Written Jul 29, 2026Morph's text-only model handles up to 81,920 tokens in a single request and is available from two providers. It is positioned as a fast, long-context option for text workloads, though no benchmark scores have been ingested to verify its quality.
Choose this when you need a long text context window that exceeds many common offerings in our catalogue, or when you can route directly through Morph for their advertised throughput. Skip it if you need measured quality data, licence flexibility for fine-tuning or redistribution, or multimodal input such as images or audio.
The case for it
- 81,920-token request limit exceeds many 4K–32K offerings we track.
- Morph direct offer advertises 120.5 tokens per second throughput for speed-sensitive text workloads.
The case against it
- No benchmark scores ingested; chat, reasoning and coding performance are all unverified in our data.
- Proprietary weights with no licence flexibility: no redistribution, fine-tuning or self-hosting permitted.
- The 120.5 tokens-per-second claim is self-reported by Morph only and unverified by third parties; the OpenRouter offer lists throughput as not measured.
How good is it?
We hold no score for this model.
We look for every model we track on every board we watch, and none of them has turned up Morph V3 Fast — so there is no intelligence, coding, agentic or writing score to show you, not a low one, none.
Or rent it from someone else
Why this differs from the header. The strip above quotes Morph's own list price. This is the cheapest live offer at the widest standard context we hold, whoever is serving it — a reseller undercutting a lab is ordinary commerce, not an error.
- per 1M tokens
- $0.80 in / $1.20 out
- Context served
- 82K
- Throughput
- Not measured
| Provider | In / out per 1M tokens | Context | Throughput | Trains on prompts | Logs prompts | Zero retention |
|---|---|---|---|---|---|---|
| OpenRouter | $0.80 / $1.20 | 82K | not measured | Unknown | Unknown | Unknown |
| Morph | $0.80 / $1.20 | 82K | 502 tok/s | No | No | Confirmed |
Across the 2 listings we hold: 1 say they do not train on prompts, 0 say they do and 1 do not say. 1 appear in the zero-retention registry we check; the rest are unknown to us rather than confirmed either way.
What each host's API supports
From the parameter list each endpoint publishes. Streaming is omitted: nothing we hold reports it, for any model.
- ✓
- Supported
- ✗
- Not supported
- Not published
- host gave no parameter list
| Provider | Tool calling | JSON output | Strict schema |
|---|---|---|---|
| OpenRouter | ✗ | ✗ | ✗ |
| Morph | ✗ | ✗ | ✗ |
Tool calling: 0 of 2 listings say yes, 2 say no. JSON output: 0 of 2 listings say yes, 2 say no. Strict schema: 0 of 2 listings say yes, 2 say no.
When we formed this view
Dates behind this page
Prices last checked 9d ago
What we do not know about this model yet
- No board we watch has turned up a score, so we hold no quality figures at all.
- Nothing we hold says whether an endpoint streams, so we do not show it either way.
- 1 of 2 listings do not say whether they train on prompts.
- We hold no cached-input rate for any of its listings.
Licence and identifiers
What the licence allowsWe hold no licence record for this model. Inside are the identifiers you need to pull it — its Hugging Face repo where we have one, our slug and a machine-readable card.
Licence
Commercial API terms. We hold no licence record for this model, so there is nothing to summarise here.
Identifiers
- Modality record
- text->text
- Catalogue slug
- morph-morph-v3-fast