Rankings based on real OPC scenarios: coding, writing, design, video editing. We skip benchmarks and focus on what matters—does it get the job done? Pure subjective reviews from actual use.
| Model | Provider | Overall↓ | Writing | Coding | Business Planning | Conversation | Value for Money | Lowest Price |
|---|---|---|---|---|---|---|---|---|
| Anthropic | S | A | S | A | S | S | $3.00 / M Token | |
 Gemini 3.1 Pro | S | A | A | A | A | A | $3.50 / M Token | |
| Anthropic | A | S | B | S | B | C | $15.00 / M Token | |
| OpenAI | A | A | A | A | A | D | $20.00 / M Token | |
 GPT-4.5 Turbo | OpenAI | A | A | A | A | A | B | $5.00 / M Token |
| GPT-4o | OpenAI | A | A | A | B | S | A | $2.50 / M Token |
| Gemini 2.5 Flash | A | A | A | B | A | S | $0.07 / M Token | |
 Grok 4.3 | xAI | A | A | A | A | A | A | $2.00 / M Token |
| Grok 4 | xAI | A | A | A | B | A | B | $5.00 / M Token |
 DeepSeek-V4View Details | DeepSeek | A | B | S | B | A | S | $0.14 / M Token |
| DeepSeek-V3.2 | DeepSeek | A | A | A | A | A | S | $0.14 / M Token |
| DeepSeek-Coder-V3 | DeepSeek | A | B | S | B | B | S | $0.14 / M Token |
 GLM-5.1 | Zhipu AI | A | A | A | A | A | A | $0.50 / M Token |
| GLM-5 | Zhipu AI | A | A | A | A | A | A | $0.50 / M Token |
 Kimi K2.6 | Moonshot AI | A | A | A | A | A | A | $0.30 / M Token |
| Kimi K2.5 | Moonshot AI | A | A | B | A | A | A | $0.30 / M Token |
 Qwen 3.5 Plus | Alibaba | A | A | A | A | A | A | $0.40 / M Token |
| Qwen 3.5 | Alibaba | A | A | A | B | A | S | $0.10 / M Token |
 Doubao Seed 2.0 Pro | ByteDance | A | A | A | A | A | A | $0.80 / M Token |
| Doubao Seed 2.0 | ByteDance | A | A | B | A | A | A | $0.40 / M Token |
 MiniMax-01 | MiniMax | A | A | B | A | A | A | $0.50 / M Token |
| Anthropic | B | B | B | B | A | S | $0.25 / M Token | |
| Gemini 2.0 Nano | B | B | B | C | B | S | Free (on-device) | |
| Grok 3 | xAI | B | B | B | C | B | A | $1.00 / M Token |
| GLM-4 Plus | Zhipu AI | B | B | B | B | B | S | $0.05 / M Token |
| Kimi K2.0 | Moonshot AI | B | B | B | B | B | S | $0.10 / M Token |
| Qwen 3.0 Max | Alibaba | B | B | B | B | B | S | $0.05 / M Token |
| Doubao 1.5 | ByteDance | B | B | B | B | B | S | $0.10 / M Token |
| MiniMax-Text-01 | MiniMax | B | B | B | B | B | A | $0.30 / M Token |
| MiniMax-Abab 6.5 | MiniMax | B | B | B | C | B | S | $0.10 / M Token |
