Hy4 preview vs UnslopNemo 12B
UnslopNemo 12B costs 6.3x less per output token than Hy4 preview ($0.40 vs $2.501 per million). Updated October 22, 2026; no benchmark has tested both models yet.
- Coding
- 44.3
- Overall
- No data
- Output $/M
- $2.501
- Coding
- No data
- Overall
- No data
- Output $/M
- $0.40
Hy4 preview or UnslopNemo 12B: which to pick
Only Hy4 preview has a coding score, 44.3 on the Vibe Coding Index; UnslopNemo 12B has none, so the two cannot be ranked on coding.
Pick UnslopNemo 12B for output tokens 6.3x cheaper ($0.40 vs $2.501 per million).
No benchmark has tested both yet. Hy4 preview has results on LMArena WebDev, Terminal-Bench 4 (Vals AI) and Vibe Code Bench (Vals AI); UnslopNemo 12B has none yet. 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
Only Hy4 preview has a coding score, so no call is made.
One side not measured
General
Vals Index
No call
Only Hy4 preview has a Vals Index result, 53.2%.
Directional only
Long documents
Listed context window
Hy4 preview
Hy4 preview takes 1.05M tokens against 1.02M.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
UnslopNemo 12B
Hy4 preview $0.0021, UnslopNemo 12B $0.0006 per turn.
List prices
At a glance
- Coding index
- Hy4 preview 44.3 from 3 benchmarks, UnslopNemo 12B 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
- Hy4 preview $2.501 against UnslopNemo 12B $0.40 per million output tokens, 6.3x apart.
- Context window
- Hy4 preview takes 1.05M tokens, UnslopNemo 12B 1.02M.
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 Index10 boards measured
| Benchmark | Hy4 preview | UnslopNemo 12B | Leader |
|---|---|---|---|
| LMArena WebDev | 1631 | Not measured | Only Hy4 preview measured |
| Terminal-Bench 4 (Vals AI) | 8.1% | Not measured | Only Hy4 preview measured |
| Vibe Code Bench (Vals AI) | 77.5% | Not measured | Only Hy4 preview measured |
| Code migration (Vals AI) | 47.4% | Not measured | Only Hy4 preview measured |
| ProgramBench (Vals AI) | 0.0% | Not measured | Only Hy4 preview measured |
| IOI (Vals AI) | 59.3% | Not measured | Only Hy4 preview measured |
| Terminal-Bench 2.1 (Vals AI) | 55.1% | Not measured | Only Hy4 preview measured |
| CyberBench (Vals AI) | 65.4% | Not measured | Only Hy4 preview measured |
| LMArena WebDev: React | 1653 | Not measured | Only Hy4 preview measured |
| LMArena WebDev: HTML | 1620 | Not measured | Only Hy4 preview measured |
| Neither model has a result on the other 33 boards here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index8 boards measured
| Benchmark | Hy4 preview | UnslopNemo 12B | Leader |
|---|---|---|---|
| SREBench (Vals AI) | 2.3% | Not measured | Only Hy4 preview measured |
| Finance Agent (Vals AI) | 55.1% | Not measured | Only Hy4 preview measured |
| Tax Agent Bench (Vals AI) | 32.6% | Not measured | Only Hy4 preview measured |
| Legal Research Bench (Vals AI) | 45.2% | Not measured | Only Hy4 preview measured |
| Harvey's Legal Agent Benchmark (Vals AI) | 8.8% | Not measured | Only Hy4 preview measured |
| Excel Modeling Benchmark (Vals AI) | 58.1% | Not measured | Only Hy4 preview measured |
| BioMysteryBench (Vals AI) | 69.3% | Not measured | Only Hy4 preview measured |
| Terminal-Bench-Science (Vals AI) | 1.4% | Not measured | Only Hy4 preview measured |
| Neither model has a result on the other 34 boards here | |||
MathDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
| Benchmark | Hy4 preview | UnslopNemo 12B | Leader |
|---|---|---|---|
| ProofBench | 75.0% | Not measured | Only Hy4 preview measured |
| Neither model has a result on the other 13 boards here | |||
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
| Benchmark | Hy4 preview | UnslopNemo 12B | Leader |
|---|---|---|---|
| LegalBench (Vals AI) | 83.8% | Not measured | Only Hy4 preview measured |
| MedCode (Vals AI) | 43.3% | Not measured | Only Hy4 preview measured |
| Neither model has a result on the other 18 boards here | |||
GeneralDirectional onlyPublic boards, shown as published, kept out of the index3 boards measured
| Benchmark | Hy4 preview | UnslopNemo 12B | Leader |
|---|---|---|---|
| Vals Index | 53.2% | Not measured | Only Hy4 preview measured |
| Public Benefits Bench (Vals AI) | 68.6% | Not measured | Only Hy4 preview measured |
| MedScribe (Vals AI) | 83.6% | Not measured | Only Hy4 preview measured |
| Neither model has a result on the other 45 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
UnslopNemo 12B costs less
Repository review
50K input + 3K output tokens
UnslopNemo 12B costs less
Agent loop
200K input + 10K output tokens
UnslopNemo 12B 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 | Tencent Hy4 preview | TheDrummer UnslopNemo 12B |
|---|---|---|
| Maker | Tencent | TheDrummer |
| Weights | Open weights | Open weights |
| Released | August 28, 2026 | November 8, 2024 |
| Context window | 1.05M | 1.02M |
| Input $/Mtok | $0.834 | $0.40 |
| Output $/Mtok | $2.501 | $0.40 |
| Coding index | 44.3 | Not benchmarked |
| Independent measurements behind it | 3 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Hy4 preview better than UnslopNemo 12B for coding?
Only Hy4 preview has a coding score, 44.3 on the Vibe Coding Index; UnslopNemo 12B has none, so the two cannot be ranked on coding. Pick UnslopNemo 12B for output tokens 6.3x cheaper ($0.40 vs $2.501 per million).
Which is cheaper, Hy4 preview or UnslopNemo 12B?
Hy4 preview costs $0.834 per million input tokens and $2.501 per million output tokens; UnslopNemo 12B costs $0.40 and $0.40. Cost per solved task is known for neither of them.
Which has the bigger context window, Hy4 preview or UnslopNemo 12B?
Hy4 preview, with 1.05M tokens against 1.02M.
Has any benchmark tested both Hy4 preview and UnslopNemo 12B?
No benchmark has tested both yet. Hy4 preview has results on LMArena WebDev, Terminal-Bench 4 (Vals AI) and Vibe Code Bench (Vals AI); UnslopNemo 12B has none yet. Compare them on price and context instead. Data as of October 22, 2026.