Morph V3 Large
Morph V3 Large is worth evaluating for coding, agents, and long context when its provider route and context window match the workload.
Use it for
- Teams evaluating coding, agents, and long context
- Workloads that can use a 256k context window
- Buyers comparing 1 tracked provider route
Do not use it for
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- Morph
- Released
- 2026-03-01
- Context
- 256k
- Architecture
- Decoder Only
- Specialization
- code
- Openness
- Proprietary
- License
- ProprietaryCommercial use with conditions
- Training
- pretrained
Cheapest of 1 route · Vercel AI Gateway
About
Morph V3 Large is Morph's high-accuracy code apply model, achieving ~98% accuracy for precise code transformations at ~4,500 tokens/sec and 256K context.
Morph V3 Large is a proprietary model in the Morph family. The structured metadata tracks a 256k-token context window and code execution. This page tracks provider routes through Vercel AI Gateway, with the cheapest tracked route listed at $0.9 input and $1.9 output per 1M tokens. No headline benchmark score is tracked for Morph V3 Large yet.
Top use-case fit: coding, agents, and build tasks
Coding
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Vercel AI Gateway | $0.900 | $1.90 | Serverless |
Capabilities
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Cheapest of 1 route · Vercel AI Gateway