Key Takeaways
LiquidAI/LFM2-24B-A2B wins:
- Cheaper input tokens
- Faster response time
- Better at coding
Qwen2.5 7B Instruct wins:
- Cheaper output tokens
- Larger context window
- Higher intelligence benchmark
- Supports tool calls
Price Advantage
LiquidAI/LFM2-24B-A2B
Benchmark Advantage
LiquidAI/LFM2-24B-A2B
Context Window
Qwen2.5 7B Instruct
Speed
LiquidAI/LFM2-24B-A2B
Pricing Comparison
Price Comparison
| Metric | LiquidAI/LFM2-24B-A2B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.03 | $0.04 | LiquidAI/LFM2-24B-A2B |
| Output (per 1M tokens) | $0.12 | $0.10 | Qwen2.5 7B Instruct |
| Cache Read (per 1M) | N/A | $0.04 | Qwen2.5 7B Instruct |
Using a 3:1 input/output ratio, LiquidAI/LFM2-24B-A2B is 5% cheaper overall.
LiquidAI/LFM2-24B-A2B Providers
No provider data available
Qwen2.5 7B Instruct Providers
No provider data available
Benchmark Comparison
5
Benchmarks Compared
1
LiquidAI/LFM2-24B-A2B Wins
1
Qwen2.5 7B Instruct Wins
Benchmark Scores
| Benchmark | LiquidAI/LFM2-24B-A2B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 10.5 | 35.2 | |
Coding Index Code generation & understanding | 3.6 | - | - |
MMLU Pro Academic knowledge | - | 36.5 | - |
GPQA Graduate-level science | 47.4 | 5.5 | |
BBH Big-Bench Hard | - | 34.9 | - |
Both models show comparable benchmark performance.
Cost vs Quality
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Other models
Context & Performance
Context Window
LiquidAI/LFM2-24B-A2B
N/A
tokens
Qwen2.5 7B Instruct
32,768
tokens
Speed Performance
| Metric | LiquidAI/LFM2-24B-A2B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 248.8 tok/s | N/A | |
| Time to First Token | 0.23s | N/A |
Capabilities
Feature Comparison
| Feature | LiquidAI/LFM2-24B-A2B | Qwen2.5 7B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | LiquidAI/LFM2-24B-A2B | Qwen2.5 7B Instruct |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Liquidai | Qwen |
| Released | Unknown | Oct 2024 |
LiquidAI/LFM2-24B-A2B Modalities
Input
Output
Qwen2.5 7B Instruct Modalities
Input
text
Output
text