Mixtral 8x22B vs Mistral Large 2: Benchmark Comparison
Detailed comparison of Mixtral 8x22B and Mistral Large 2 covering benchmarks, pricing, context window, and compliance.
Key Specifications
| Specification | Mixtral 8x22B | Mistral Large 2 |
|---|---|---|
| Vendor | mistral | mistral |
| Version | 8x22b | large-2 |
| Release Date | 2024-04-10 | 2024-07-24 |
| Context Window | 64000 tokens | 128000 tokens |
| Input Modalities | text | text |
| Output Modalities | text | text |
| License | Apache 2.0 | Mistral Research License |
| SOC2 | ✗ | ✓ |
| HIPAA | ✗ | ✗ |
| GDPR | ✗ | ✓ |
| ISO 27001 | ✗ | ✓ |
Benchmark Results
| Benchmark | Mixtral 8x22B | Mistral Large 2 | Winner |
|---|---|---|---|
| BBH | 74.5 | 81 | Mistral Large 2 |
| GSM8K | 78.6 | 93 | Mistral Large 2 |
| HUMANEVAL | 45.2 | 92 | Mistral Large 2 |
| MATH | 46 | 71 | Mistral Large 2 |
| MMLU | 77.8 | 84 | Mistral Large 2 |
Pricing Comparison
| Tier (per Mtok) | Mixtral 8x22B | Mistral Large 2 |
|---|---|---|
| Input | $1.2 | $2 |
| Output | $1.2 | $6 |
| Cache Read | $0 | $0 |
| Cache Write | $0 | $0 |
Mixtral 8x22B đối Mistral Large 2
Tổng quan mô hình
Mixtral 8x22B and Mistral Large 2 are both notable options in the AI model market. This page compares their benchmarks, pricing, and compliance.
Thông số kỹ thuật chính
| Nhà cung cấp | Ngày phát hành | Cửa sổ ngữ cảnh | Giấy phép |
|---|---|---|---|
| Mistral / Mistral | 2024-04-10 / 2024-07-24 | 64K / 128K | Apache 2.0 / Mistral Research License |
Hiệu suất benchmark
| Benchmark | Mixtral 8x22B | Mistral Large 2 | Người chiến thắng |
|---|---|---|---|
| BBH (BIG-Bench Hard) | 74.5 | 81.0 | B |
| GSM8K (Grade School Math 8K) | 78.6 | 93.0 | B |
| HumanEval | 45.2 | 92.0 | B |
| MATH | 46.0 | 71.0 | B |
| MMLU (Massive Multitask Language Understanding) | 77.8 | 84.0 | B |
So sánh giá
| Đầu vào | Đầu ra | Đọc bộ nhớ đệm | Ghi bộ nhớ đệm |
|---|---|---|---|
| — / — | — / — | — / — | — / — |
mỗi triệu token — A / B
Điểm mạnh & Điểm yếu
Mixtral 8x22B
- ✅ 采用 MoE 混合专家架构。
- ⚠️ HumanEval 45.2，代码能力较弱。
- ⚠️ 闭源专有模型，不支持自托管。
Mistral Large 2
- ✅ MMLU score 84.0, strong knowledge reasoning.
- ✅ HumanEval 92.0, excellent code generation.
- ✅ GSM8K 93.0, robust math reasoning.
- ⚠️ 闭源专有模型，不支持自托管。
Ý kiến biên tập
Mixtral 8x22B and Mistral Large 2 each have their strengths. Choose based on workload (code, long context, vision), referencing the tables above.
Câu hỏi thường gặp
Which model is better for coding tasks?
Refer to the HumanEval benchmark table; the model with a higher score is better suited for coding tasks.
Which model is cheaper?
Refer to the pricing comparison table above; the model with lower input/output prices is more cost-effective.
Which has a longer context window?
Refer to the key specifications table; the model with a larger context window is better for long documents.
Tham chiếu
Editor's Take
See Editor's Take section.