Gemini 4 Carbon vs Hy4 preview
Gemini 4 Carbon leads Hy4 preview on coding, 86.6 to 44.3 on the Vibe Coding Index, and Hy4 preview costs 4.0x less per output token ($2.501 vs $10.00 per million). Updated November 14, 2026; 9 benchmarks have a result for both.
Gemini 4 Carbon or Hy4 preview: which to pick
Pick Gemini 4 Carbon for coding: it scores 86.6 on the Vibe Coding Index against 44.3 for Hy4 preview.
Pick Hy4 preview for output tokens 4.0x cheaper ($2.501 vs $10.00 per million).
- Shared results
- 9
- Gemini 4 Carbon only
- 64
- Hy4 preview only
- 16
- Like-for-like categories
- 3 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
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
Gemini 4 Carbon
Gemini 4 Carbon scores 86.6 against 44.3.
4 and 3 benchmarks behind the scores
Intelligence
AA Intelligence Index
No call
Only Gemini 4 Carbon has a AA Intelligence Index result, 60.0.
Directional only
Web design
Design Arena: websites
No call
Only Gemini 4 Carbon has a Design Arena: websites result, 1319.
Directional only
General
Vals Index
Gemini 4 Carbon
Gemini 4 Carbon leads, 70.5% against 53.2%.
Same board, both measured
Long documents
Listed context window
No call
Both take 1.05M tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Hy4 preview
Gemini 4 Carbon $0.0070, Hy4 preview $0.0021 per turn.
List prices
At a glance
- Coding index
- Gemini 4 Carbon 86.6 from 4 benchmarks, Hy4 preview 44.3 from 3 benchmarks.
- Widest category
- Coding, 20.9 points apart on average over 5 shared benchmarks.
- Widest single gap
- Terminal-Bench 4 (Vals AI): Gemini 4 Carbon 63.1% against Hy4 preview 8.1%, 73.4 points apart on a 0 to 100 scale.
- Output price
- Gemini 4 Carbon $10.00 against Hy4 preview $2.501 per million output tokens, 4.0x apart.
- Context window
- Both take 1.05M tokens.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Gemini 4 Carbon | Bars | Hy4 preview | Ties |
|---|---|---|---|---|
| Coding | 5 | 0 | ||
| Agentic work | 3 | 0 | ||
| General | 1 | 0 | ||
| All shared boards | 9 | 0 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index50
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| LiveBench coding | 91.0% | Not measured | Only Gemini 4 Carbon measured |
| LMArena WebDev | 1768 | 1632 | Gemini 4 Carbon |
| Terminal-Bench 4 (Vals AI) | 63.1% | 8.1% | Gemini 4 Carbon |
| Vibe Code Bench (Vals AI) | 89.1% | 77.5% | Gemini 4 Carbon |
| Code migration (Vals AI) | Not measured | 47.4% | Only Hy4 preview measured |
| ProgramBench (Vals AI) | Not measured | 0.0% | Only Hy4 preview measured |
| IOI (Vals AI) | Not measured | 59.3% | Only Hy4 preview measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 55.1% | Only Hy4 preview measured |
| CyberBench (Vals AI) | Not measured | 65.4% | Only Hy4 preview measured |
| Terminal-Bench 4.0 (Artificial Analysis run) | 65.2% | Not measured | Only Gemini 4 Carbon measured |
| FrontierCode 2.0 | 40.6% | Not measured | Only Gemini 4 Carbon measured |
| FrontierSWE | 61.2% | Not measured | Only Gemini 4 Carbon measured |
| ALE-Bench | 2374.7 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: coding | 1564 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: software and IT | 1552 | Not measured | Only Gemini 4 Carbon measured |
| LMArena WebDev: React | 1792 | 1653 | Gemini 4 Carbon |
| LMArena WebDev: HTML | 1770 | 1625 | Gemini 4 Carbon |
| GameBench 2 | Not measured | 60.8 | Only Hy4 preview measured |
| CursorBench 4.0 | 60.4% | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 33 boards here | |||
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| AA Intelligence Index | 60.0 | Not measured | Only Gemini 4 Carbon measured |
| Epoch Capabilities Index | 169.8 | Not measured | Only Gemini 4 Carbon measured |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index30
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| Design Arena: agents building mobile apps | 1284 | Not measured | Only Gemini 4 Carbon measured |
| Design Arena: spreadsheets | 1224 | Not measured | Only Gemini 4 Carbon measured |
| LiveBench research | 92.5% | Not measured | Only Gemini 4 Carbon measured |
| LiveBench browser | 80.0% | Not measured | Only Gemini 4 Carbon measured |
| LiveBench long agentic | 72.7% | Not measured | Only Gemini 4 Carbon measured |
| SREBench (Vals AI) | Not measured | 2.3% | Only Hy4 preview measured |
| Finance Agent (Vals AI) | Not measured | 55.1% | Only Hy4 preview measured |
| Tax Agent Bench (Vals AI) | 51.8% | 32.6% | Gemini 4 Carbon |
| Legal Research Bench (Vals AI) | 55.8% | 45.2% | Gemini 4 Carbon |
| Harvey's Legal Agent Benchmark (Vals AI) | 17.5% | 8.8% | Gemini 4 Carbon |
| Excel Modeling Benchmark (Vals AI) | Not measured | 58.1% | Only Hy4 preview measured |
| BioMysteryBench (Vals AI) | Not measured | 69.3% | Only Hy4 preview measured |
| Terminal-Bench-Science (Vals AI) | Not measured | 1.4% | Only Hy4 preview measured |
| APEX-Agents | 84.2% | Not measured | Only Gemini 4 Carbon measured |
| Vending-Bench 2 | $16,484 | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 29 boards here | |||
ReasoningDirectional onlyPublic boards, shown as published, kept out of the index13 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| LiveBench reasoning | 90.6% | Not measured | Only Gemini 4 Carbon measured |
| HLE-Diamond (Artificial Analysis run) | 69.1% | Not measured | Only Gemini 4 Carbon measured |
| CritPt v2, hard subset (Artificial Analysis run) | 69.0% | Not measured | Only Gemini 4 Carbon measured |
| GPQA Diamond (Epoch AI run) | 96.5% | Not measured | Only Gemini 4 Carbon measured |
| ARC-AGI | 98.5% | Not measured | Only Gemini 4 Carbon measured |
| ARC-AGI-2 | 94.2% | Not measured | Only Gemini 4 Carbon measured |
| SimpleBench | 92.6% | Not measured | Only Gemini 4 Carbon measured |
| Chess puzzles | 78.0% | Not measured | Only Gemini 4 Carbon measured |
| Mystery game puzzles | 73.0% | Not measured | Only Gemini 4 Carbon measured |
| EBR-bench | 87.6% | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: hard prompts | 1551 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: expert | 1582 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: hard prompts in English | 1545 | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 13 boards here | |||
MathDirectional onlyPublic boards, shown as published, kept out of the index6 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| OTIS Mock AIME | 100.0% | Not measured | Only Gemini 4 Carbon measured |
| FrontierMath, tiers 1 to 3 | 90.5% | Not measured | Only Gemini 4 Carbon measured |
| FrontierMath, tier 4 | 95.1% | Not measured | Only Gemini 4 Carbon measured |
| ProofBench | Not measured | 75.0% | Only Hy4 preview measured |
| LMArena Text: mathematical work | 1538 | Not measured | Only Gemini 4 Carbon measured |
| MathArena | 85.4% | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 8 boards here | |||
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index10 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| LegalBench (Vals AI) | Not measured | 83.8% | Only Hy4 preview measured |
| MedCode (Vals AI) | Not measured | 43.3% | Only Hy4 preview measured |
| AA-Omniscience | 53.5 | Not measured | Only Gemini 4 Carbon measured |
| SimpleQA Verified | 77.7% | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: science | 1535 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: medicine and healthcare | 1525 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: legal and government | 1542 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: business and finance | 1520 | Not measured | Only Gemini 4 Carbon measured |
| FACTS Benchmark Suite | 78.4% | Not measured | Only Gemini 4 Carbon measured |
| PRBench Legal | 53.3% | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 11 boards here | |||
Web designDirectional onlyPublic boards, shown as published, kept out of the index6 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| Design Arena: websites | 1319 | Not measured | Only Gemini 4 Carbon measured |
| Design Arena: UI components | 1357 | Not measured | Only Gemini 4 Carbon measured |
| Design Arena: game dev | 1326 | Not measured | Only Gemini 4 Carbon measured |
| Design Arena: 3D | 1434 | Not measured | Only Gemini 4 Carbon measured |
| Design Arena: all code categories | 1348 | Not measured | Only Gemini 4 Carbon measured |
| LiveBench design | 80.2% | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 3 boards here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| Vals Index | 70.5% | 53.2% | Gemini 4 Carbon |
| LiveBench data analysis | 86.5% | Not measured | Only Gemini 4 Carbon measured |
| Public Benefits Bench (Vals AI) | Not measured | 68.6% | Only Hy4 preview measured |
| MedScribe (Vals AI) | Not measured | 83.6% | Only Hy4 preview measured |
| Long context reasoning (AA-LCR) | 79.3% | Not measured | Only Gemini 4 Carbon measured |
| GDPval-AA | 1733 | Not measured | Only Gemini 4 Carbon measured |
| Furniture assembly | 77.5% | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text | 1538 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: instruction following | 1539 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: creative writing | 1533 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: English | 1530 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: non-English | 1534 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: Chinese | 1613 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: Russian | 1560 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: multi-turn | 1569 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: longer queries | 1549 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: writing and language | 1542 | Not measured | Only Gemini 4 Carbon measured |
| LMArena Text: entertainment and media | 1527 | Not measured | Only Gemini 4 Carbon measured |
| Neither model has a result on the other 31 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Gemini 4 Carbon | Hy4 preview | Leader |
|---|---|---|---|
| Neither model has a result on 5 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
Hy4 preview costs less
Repository review
50K input + 3K output tokens
Hy4 preview costs less
Agent loop
200K input + 10K output tokens
Hy4 preview 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 | Google Gemini 4 Carbon | Tencent Hy4 preview |
|---|---|---|
| Maker | Tencent | |
| Weights | No public weights listed | Open weights |
| Released | November 10, 2026 | August 28, 2026 |
| Context window | 1.05M | 1.05M |
| Input $/Mtok | $2.00 | $0.834 |
| Output $/Mtok | $10.00 | $2.501 |
| Coding index | 86.6 | 44.3 |
| Independent measurements behind it | 4 | 3 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Gemini 4 Carbon better than Hy4 preview for coding?
Pick Gemini 4 Carbon for coding: it scores 86.6 on the Vibe Coding Index against 44.3 for Hy4 preview. Pick Hy4 preview for output tokens 4.0x cheaper ($2.501 vs $10.00 per million).
Which is cheaper, Gemini 4 Carbon or Hy4 preview?
Gemini 4 Carbon costs $2.00 per million input tokens and $10.00 per million output tokens; Hy4 preview costs $0.834 and $2.501. Cost per solved task is known for neither of them.
Which has the bigger context window, Gemini 4 Carbon or Hy4 preview?
Neither: both take 1.05M tokens.
How many benchmarks is the Gemini 4 Carbon vs Hy4 preview comparison based on?
9 benchmarks have a result for both models as of November 14, 2026. Gemini 4 Carbon's coding index rests on 4 independent benchmarks and Hy4 preview's on 3. Where only one model has a result, the page says so instead of naming a winner.