Model Comparison
Kimi K2.6 (Non-reasoning)
vs. LFM2 2.6B
Comparing 2 AI models · 10 benchmarks · MoonshotAI, Liquid AI
Recommended Pick
Mo Kimi K2.6 (Non-reasoning) 10 metric wins Strongest on: Reasoning, Intelligence, Coding
Lowest Price
LFM2 2.6B
$0.00/1M input price
Best Reasoning
Kimi K2.6 (Non-reasoning)
46.6 reasoning score
Blends available reasoning benchmarks
Best for Coding
Kimi K2.6 (Non-reasoning)
38.4 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
LFM2 2.6B is ∞x cheaper on input tokens than Kimi K2.6 (Non-reasoning).
Speed gap
LFM2 2.6B generates about 9.4x as many tokens per second as Kimi K2.6 (Non-reasoning).
Reasoning gap
Kimi K2.6 (Non-reasoning) leads LFM2 2.6B by 34.5 points on reasoning.
Coding gap
Kimi K2.6 (Non-reasoning) leads LFM2 2.6B by 37.0 points on coding.
Top-pick rationale
Kimi K2.6 (Non-reasoning) wins 10 measurable categories, including Reasoning, Intelligence, Coding, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Kimi K2.6 (Non-reasoning)
MoonshotAI
TTFT
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Time
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tok/s
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Tokens
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Cost
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LFM2 2.6B
Liquid AI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Top Pick Mo Kimi K2.6 (Non-reasoning) | Li LFM2 2.6B |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.95/1M | $0.00/1M |
| Output Cost | $4.00/1M | $0.00/1M |
| Blended (3:1) | $1.71/1M | — |
| Specifications | ||
| Organization | MoonshotAI | Liquid AI |
| Release Date | Apr 20, 2026 | Sep 23, 2025 |
| Performance & Speed | ||
| Throughput | 35.1 tok/s | 328.7 tok/s |
| TTFT | 1389ms | 1171ms |
| Latency | 1389ms | 1171ms |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 46.6 | 12.1 |
| Intelligence | 42.9 | 8.0 |
| Coding | 38.4 | 1.4 |
| Math | — | 8.3 |
| Standard Benchmarks | ||
| GPQA | 78.8% | 30.6% |
| MMLU Pro | — | 29.8% |
| HLE | 18.2% | 5.2% |
| LiveCodeBench | — | 8.1% |
| AIME 2025 | — | 8.3% |
| SciCode | 39.5% | 2.5% |
| LCR | 57.7% | 0.0% |
| IFBench | 44.3% | 19.5% |
| TAU-bench v2 | 93.9% | 13.5% |
| TerminalBench Hard | 37.9% | 0.8% |
Key Takeaways
LFM2 2.6B offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Kimi K2.6 (Non-reasoning) has the strongest reasoning profile with a 46.6 reasoning score, combining the available reasoning-heavy benchmarks.
Kimi K2.6 (Non-reasoning) reaches a 38.4 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Kimi K2.6 (Non-reasoning)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
LFM2 2.6B
- Cost-sensitive applications
- High-volume processing
