Motif · Released Mar 1, 2026
Motif 3
Specialized foundation model tailored for document layout extraction, structured entity mapping, and business intelligence.
OpenRating Index
47.6
0–100 composite
Reasoning Index
64.6
0–100 composite
Cost / Task
$0.32
benchmark run
Output speed
111 tok/s
blended tok/s
Time to first token
0.6s
median latency
Input price
$0.18
per 1M tokens
Output price
$0.72
per 1M tokens
Context window
128K
tokens
Strengths
High accuracy on tabular data and complex layouts
Sub-$0.32 task cost for document processing
Deterministic structured output guarantees
How we rate Motif 3
OpenRating scores every model on the same axes. The OpenRating Index is a weighted composite of reasoning, knowledge, and agentic benchmarks, normalised to a 0–100 scale. Speed is blended output measured in tokens per second under standardised load, with time-to-first-token reported separately. Prices are list input and output prices per million tokens, and Task Cost measures end-to-end workload spending.
OpenRating Index
47.6
Reasoning Index
64.6
Token Pricing
Input per 1M tokens
$0.18
Output per 1M tokens
$0.72
Cost of 1M input + 1M output
$0.9
Task Cost Economics
Empirical cost breakdown for a standard OpenRating Index benchmark task ($0.32 total).
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