Morph V3 Fast vs Hermes 4 405B
Updated October 21, 2026. No benchmark has tested both models yet. Coding is ranked on the Vibe Coding Index; every other board is shown as published.
- Coding
- No data
- Overall
- No data
- Output $/M
- $1.20
- Coding
- No data
- Overall
- 7.5
- Output $/M
- $3.00
Decision reading
Neither model has a coding score yet, so the two cannot be ranked on coding.
Morph V3 Fast has the edge where output tokens cost 2.5x less, and where the context window is larger, 262K against 131K tokens.
No benchmark has tested both yet. Morph V3 Fast has none yet; Hermes 4 405B on AA Intelligence Index. Compare them on price and context instead.
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
Intelligence
AA Intelligence Index
No call
Only Hermes 4 405B has a AA Intelligence Index result, 7.5.
Directional only
Long documents
Listed context window
Morph V3 Fast
Morph V3 Fast takes 262K tokens against 131K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Morph V3 Fast
Morph V3 Fast $0.0014, Hermes 4 405B $0.0025 per turn.
List prices
At a glance
- Coding index
- Morph V3 Fast not benchmarked, Hermes 4 405B 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 Hermes 4 405B $3.00 per million output tokens, 2.5x apart.
- Context window
- Morph V3 Fast takes 262K tokens, Hermes 4 405B 131K.
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.
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
| Benchmark | Morph V3 Fast | Hermes 4 405B | Leader |
|---|---|---|---|
| AA Intelligence Index | Not measured | 7.5 | Only Hermes 4 405B measured |
| Neither model has a result on the other 1 board here | |||
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 | Nous Hermes 4 405B |
|---|---|---|
| Maker | Morph | Nous Research |
| Weights | No public weights listed | Open weights |
| Released | July 7, 2025 | August 26, 2025 |
| Context window | 262K | 131K |
| Input $/Mtok | $0.80 | $1.00 |
| Output $/Mtok | $1.20 | $3.00 |
| 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 Hermes 4 405B for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Morph V3 Fast has the edge where output tokens cost 2.5x less, and where the context window is larger, 262K against 131K tokens.
Which is cheaper, Morph V3 Fast or Hermes 4 405B?
Morph V3 Fast costs $0.80 per million input tokens and $1.20 per million output tokens; Hermes 4 405B costs $1.00 and $3.00. Cost per solved task is known for neither of them.
Which has the bigger context window, Morph V3 Fast or Hermes 4 405B?
Morph V3 Fast, with 262K tokens against 131K.
Has any benchmark tested both Morph V3 Fast and Hermes 4 405B?
No benchmark has tested both yet. Morph V3 Fast has none yet; Hermes 4 405B on AA Intelligence Index. Compare them on price and context instead. Data as of October 21, 2026.