Benchmark scores
Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.
LLM Comparison
Hy4 Preview vs MiniMax-M3: benchmark scores, pricing & comparison.
Side-by-side Hy4 Preview vs MiniMax-M3 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.
Rank #18 vs #27AskClash overall scores 58.2 vs 44.4.
Pricing $0.83/$2.50 vs $0.30/$1.20Input and output token prices per 1M tokens when published.
Open Weight vs Open WeightTencent vs MiniMax.
Hy4 Preview vs MiniMax-M3 benchmark comparison
Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.
| Metric | Hy4 Preview | MiniMax-M3 |
|---|---|---|
| Overall Score | 58.2 | 44.4 |
| Leaderboard Rank | #18 | #27 |
| ACB | — | 29.8 |
| RWT | 8.5 | 8.5 |
| HLE | 43.4 | 37.1 |
| GPQA | 92.3 | 92.9 |
| IFEval | — | 82.9 |
| SWE-bench | — | 80.5 |
| SWE-Pro | 65.7 | 59.0 |
| Terminal-Bench | 85.4 | 66.0 |
| DeepSWE | 64.3 | — |
| GDPval-AA | 1678.0 | 58.4 |
| OSWorld | — | 70.1 |
| MCP Atlas | 83.7 | 74.2 |
| Finance Agent | — | 48.3 |
| MMMU-Pro | — | 78.1 |
| Tau2 | — | 88.9 |
| Input Price (per 1M tokens) | $0.83 | $0.30 |
| Output Price (per 1M tokens) | $2.50 | $1.20 |
| Context Window | 1M | 1M |
| Benchmarks Published | 7 | 14 |
Hy4 Preview vs MiniMax-M3 head-to-head charts
Hy4 Preview leads 6 and MiniMax-M3 leads 1 of 8 shared benchmarks. MiniMax-M3 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.
Hy4 PreviewMiniMax-M3
Overall
RWT
HLE
GPQA
SWE-Pro
Terminal-Bench
GDPval-AA
MCP Atlas
Hy4 Preview
Input$0.83
Output$2.50
Workload$1.33
Context1M
MiniMax-M3
Input$0.30
Output$1.20
Workload$0.54
Context1M
Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.
More Hy4 Preview and MiniMax-M3 comparisons
Explore how Hy4 Preview and MiniMax-M3 stack up against other top-ranked LLMs.
How to read this comparison
Token pricing
Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.
Coverage matters
Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.
This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.