Morph V3 Fast vs Pareto 26.9
Morph V3 Fast costs 6.3x less per output token than Pareto 26.9 ($1.20 vs $7.50 per million). Updated October 21, 2026; no benchmark has tested both models yet.
- Coding
- No data
- Overall
- No data
- Output $/M
- $1.20
- Coding
- No data
- Overall
- No data
- Output $/M
- $7.50
Morph V3 Fast or Pareto 26.9: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Morph V3 Fast for output tokens 6.3x cheaper ($1.20 vs $7.50 per million).
No benchmark has tested either model yet, so price and context are the only way to compare them.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Neither has a coding score yet.
One side not measured
Long documents
Listed context window
No call
Both take 262K tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Morph V3 Fast
Morph V3 Fast $0.0014, Pareto 26.9 $0.0063 per turn.
List prices
At a glance
- Coding index
- Morph V3 Fast not benchmarked, Pareto 26.9 not benchmarked.
- Widest category
- None yet: no category has been tested on both models.
- Widest single gap
- None yet: no benchmark has tested both models.
- Output price
- Morph V3 Fast $1.20 against Pareto 26.9 $7.50 per million output tokens, 6.3x apart.
- Context window
- Both take 262K tokens.
Benchmark by benchmark
Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Morph V3 Fast costs less
Repository review
50K input + 3K output tokens
Morph V3 Fast costs less
Agent loop
200K input + 10K output tokens
Morph V3 Fast costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Morph V3 Fast | Pareto 26.9 |
|---|---|---|
| Maker | Morph | Unbiased |
| Weights | No public weights listed | No public weights listed |
| Released | July 7, 2025 | October 13, 2026 |
| Context window | 262K | 262K |
| Input $/Mtok | $0.80 | $2.50 |
| Output $/Mtok | $1.20 | $7.50 |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Morph V3 Fast better than Pareto 26.9 for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Morph V3 Fast for output tokens 6.3x cheaper ($1.20 vs $7.50 per million).
Which is cheaper, Morph V3 Fast or Pareto 26.9?
Morph V3 Fast costs $0.80 per million input tokens and $1.20 per million output tokens; Pareto 26.9 costs $2.50 and $7.50. Cost per solved task is known for neither of them.
Which has the bigger context window, Morph V3 Fast or Pareto 26.9?
Neither: both take 262K tokens.
Has any benchmark tested both Morph V3 Fast and Pareto 26.9?
No benchmark has tested either model yet, so price and context are the only way to compare them. Data as of October 21, 2026.