Morph

Morph V3 Fast

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>{instruction}</instruction> <code>{initial_code}</code> <update>{edit_snippet}</update>...

Input

$1.04 / 1M tokens

Output

$1.56 / 1M tokens

Context

82K tokens

Capabilities

✓ Streaming○ Tool / function calling○ JSON / structured output○ Vision (image input)

Call this model

Pass morph/morph-v3-fast as the model. Change only the base URL from your existing OpenAI SDK setup.

quickstart.sh

curl https://modeldatabase.com/v1/chat/completions \
  -H "Authorization: Bearer $MDB_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "morph/morph-v3-fast",
    "messages": [{"role":"user","content":"Hello!"}]
  }'

Prices are final — the routing margin is already included. See the full pricing table or the API docs.