o4 Mini High vs Qwen3.8 Max Prime
o4 Mini High costs 2.7x less per output token than Qwen3.8 Max Prime ($4.40 vs $12.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.
- Coding
- No data
- Overall
- No data
- Output $/M
- $4.40
- Coding
- No data
- Overall
- No data
- Output $/M
- $12.00
o4 Mini High or Qwen3.8 Max Prime: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick o4 Mini High for output tokens 2.7x cheaper ($4.40 vs $12.00 per million).
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
Qwen3.8 Max Prime
Qwen3.8 Max Prime takes 1M tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
o4 Mini High
o4 Mini High $0.0033, Qwen3.8 Max Prime $0.010 per turn.
List prices
At a glance
- Coding index
- o4 Mini High not benchmarked, Qwen3.8 Max Prime 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
- o4 Mini High $4.40 against Qwen3.8 Max Prime $12.00 per million output tokens, 2.7x apart.
- Context window
- o4 Mini High takes 200K tokens, Qwen3.8 Max Prime 1M.
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.
CodingDirectional onlySix of these boards feed the Vibe Coding Index1 board measured
| Benchmark | o4 Mini High | Qwen3.8 Max Prime | Leader |
|---|---|---|---|
| ALE-Bench | 826.2 | Not measured | Only o4 Mini High measured |
| Neither model has a result on the other 38 boards here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
| Benchmark | o4 Mini High | Qwen3.8 Max Prime | Leader |
|---|---|---|---|
| GDPval | 25.3% | Not measured | Only o4 Mini High measured |
| Neither model has a result on the other 40 boards 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
o4 Mini High costs less
Repository review
50K input + 3K output tokens
o4 Mini High costs less
Agent loop
200K input + 10K output tokens
o4 Mini High 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 | OpenAI o4 Mini High | Qwen3.8 Max Prime |
|---|---|---|
| Maker | OpenAI | Qwen |
| Weights | No public weights listed | No public weights listed |
| Released | April 16, 2025 | September 23, 2026 |
| Context window | 200K | 1M |
| Input $/Mtok | $1.10 | $4.00 |
| Output $/Mtok | $4.40 | $12.00 |
| 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 o4 Mini High better than Qwen3.8 Max Prime for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick o4 Mini High for output tokens 2.7x cheaper ($4.40 vs $12.00 per million).
Which is cheaper, o4 Mini High or Qwen3.8 Max Prime?
o4 Mini High costs $1.10 per million input tokens and $4.40 per million output tokens; Qwen3.8 Max Prime costs $4.00 and $12.00. Cost per solved task is known for neither of them.
Which has the bigger context window, o4 Mini High or Qwen3.8 Max Prime?
Qwen3.8 Max Prime, with 1M tokens against 200K.
Has any benchmark tested both o4 Mini High and Qwen3.8 Max Prime?
No benchmark has tested both yet. o4 Mini High has results on ALE-Bench and GDPval; Qwen3.8 Max Prime has none yet. Compare them on price and context instead. Data as of October 22, 2026.