Compare · ModelsLive · 2 picked · head to head
Baichuan 2-7B vs internlm-20b
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
internlm-20b wins on 5/7 benchmarks
internlm-20b wins 5 of 7 shared benchmarks. Leads in knowledge · reasoning · math.
Category leads
knowledge·internlm-20breasoning·internlm-20bmath·internlm-20b
Hype vs Reality
Attention vs performance
Baichuan 2-7B
#170 by perf·no signal
internlm-20b
#60 by perf·no signal
Vendor risk
Who is behind the model
U
Unknown
private · undisclosed
U
Unknown
private · undisclosed
Head to head
7 benchmarks · 2 models
Baichuan 2-7Binternlm-20b
ARC AI2
internlm-20b leads by +65.6
AI2 Reasoning Challenge · tests grade-school level science knowledge with multiple-choice questions requiring reasoning beyond simple retrieval.
Baichuan 2-7B
10.0
internlm-20b
75.6
BBH
internlm-20b leads by +14.5
BIG-Bench Hard · a curated subset of 23 challenging tasks from BIG-Bench where language models previously failed to outperform average humans.
Baichuan 2-7B
22.1
internlm-20b
36.7
GSM8K
internlm-20b leads by +38.3
Grade School Math 8K · 8,500 linguistically diverse grade-school math word problems that require multi-step reasoning to solve.
Baichuan 2-7B
24.6
internlm-20b
62.9
HellaSwag
internlm-20b leads by +13.5
HellaSwag · tests commonsense reasoning by asking models to predict the most plausible continuation of everyday scenarios.
Baichuan 2-7B
57.3
internlm-20b
70.8
LAMBADA
Baichuan 2-7B leads by +1.5
LAMBADA · measures the ability to predict the final word of a passage, requiring broad contextual understanding across long text spans.
Baichuan 2-7B
73.3
internlm-20b
71.8
MMLU
Baichuan 2-7B leads by +4.2
Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge.
Baichuan 2-7B
38.9
internlm-20b
34.7
PIQA
internlm-20b leads by +4.4
PIQA (Physical Interaction QA) · tests intuitive physical reasoning by asking models to select the correct approach for everyday physical tasks.
Baichuan 2-7B
56.2
internlm-20b
60.6
Full benchmark table
| Benchmark | Baichuan 2-7B | internlm-20b |
|---|---|---|
ARC AI2 AI2 Reasoning Challenge · tests grade-school level science knowledge with multiple-choice questions requiring reasoning beyond simple retrieval. | 10.0 | 75.6 |
BBH BIG-Bench Hard · a curated subset of 23 challenging tasks from BIG-Bench where language models previously failed to outperform average humans. | 22.1 | 36.7 |
GSM8K Grade School Math 8K · 8,500 linguistically diverse grade-school math word problems that require multi-step reasoning to solve. | 24.6 | 62.9 |
HellaSwag HellaSwag · tests commonsense reasoning by asking models to predict the most plausible continuation of everyday scenarios. | 57.3 | 70.8 |
LAMBADA LAMBADA · measures the ability to predict the final word of a passage, requiring broad contextual understanding across long text spans. | 73.3 | 71.8 |
MMLU Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge. | 38.9 | 34.7 |
PIQA PIQA (Physical Interaction QA) · tests intuitive physical reasoning by asking models to select the correct approach for everyday physical tasks. | 56.2 | 60.6 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
U Baichuan 2-7B | — | — | — | — |
U internlm-20b | — | — | — | — |