Best Text & Chat AI Models 2026 — Live Leaderboard
The Text & Chat board ranks models on overall conversational quality, reasoning, and instruction following as measured by the HuaLinYuan Index. Scores reflect a composite evaluation rather than a single benchmark, giving you a practical sense of which models handle real-world prompts most reliably. Use the ranking to narrow choices, then consider factors like availability, pricing, and specific strengths for your workflow.
At the top, Gemini 4 Argon (Google) leads with an Index of 1525, followed closely by Muse Wonder (Meta) at 1513 and Claude Opus 5.5 (Anthropic) at 1508. The top three are separated by only 17 points, indicating comparable high-end performance. Google and Meta each place a flagship model in the top two spots, while Anthropic occupies the next several positions with its Opus and Fable lines, showing strong depth across the upper tier.
| # | Model | Index | Price $/1M in/out | |
|---|---|---|---|---|
| 1 | Gemini 4 Argon | 1525 | $2 / $10 | |
| 2 | Muse Wonder Meta | 1513 | $4 / $20 | |
| 3 | Claude Opus 5.5 Anthropic | 1508 | $4 / $20 | |
| 4 | Claude Fable 5 Anthropic | 1503 | $10 / $50 | |
| 5 | Claude Opus 4.6 Anthropic | 1503 | $5 / $25 | |
| 6 | Claude Opus 4.7 Anthropic | 1501 | $5 / $25 | |
| 7 | Claude Fable 5.1 Anthropic | 1501 | $10 / $50 | |
| 8 | Gemini 3.8 Flash | 1496 | $0.75 / $3.75 | Try |
| 9 | Muse Spark 1.2 Meta | 1495 | $1.25 / $4.25 | |
| 10 | Muse Spark 1.3 Meta | 1494 | $1.25 / $4.25 | |
| 11 | Muse Spark 1.1 Meta | 1490 | $1.25 / $4.25 | |
| 12 | Claude Opus 5 Anthropic | 1490 | $5 / $25 | |
| 13 | Muse Spark Meta | 1489 | $1.25 / $4.25 | |
| 14 | Kimi K3 Moonshot | 1488 | $3 / $15 | Try |
| 15 | Gemini 3.7 Flash | 1487 | $0.75 / $3.75 | Try |
| 16 | Gemini 3.1 Pro Preview | 1487 | $2 / $12 | |
| 17 | Gemini 3 Pro | 1485 | — | |
| 18 | GPT-5.6 Sol OpenAI | 1485 | $4 / $20 | |
| 19 | GPT-6.1 Sol OpenAI | 1484 | $2 / $10 | |
| 20 | Gemini 3.6 Flash | 1483 | $0.75 / $3.75 | Try |
| 21 | Qwen3.8 Max Alibaba | 1482 | $2 / $6 | |
| 22 | Claude Opus 4.8 Anthropic | 1482 | $5 / $25 | |
| 23 | GPT-5.5 OpenAI | 1481 | $5 / $30 | |
| 24 | MiMo V2.6 Pro Xiaomi | 1479 | $0.435 / $0.87 | |
| 25 | GLM-5.3 Z.ai | 1479 | $1.40 / $4.40 | Try |
| 26 | Gemini 3.5 Flash | 1477 | $1.50 / $9 | Try |
| 27 | GPT-6 Astra OpenAI | 1477 | $10 / $50 | |
| 28 | GPT-5.2 OpenAI | 1476 | $1.75 / $14 | |
| 29 | GLM-5.2 Z.ai | 1475 | $0.8 / $2.55 | |
| 30 | Claude Sonnet 5.5 Anthropic | 1475 | $2 / $10 | |
| 31 | GPT-5.4 OpenAI | 1475 | $2.50 / $15 | |
| 32 | Grok 4.20 SpaceXAI | 1475 | — | |
| 33 | DeepSeek V4.1 Flash DeepSeek | 1475 | $0.3 / $1.20 | Try |
| 34 | Qwen3.7 Max Alibaba | 1474 | $2.50 / $7.50 | |
| 35 | GLM-5.3 Flash Z.ai | 1474 | $0.15 / $0.5 | Try |
| 36 | Gemini 3 Flash | 1473 | $0.5 / $3 | |
| 37 | Claude Sonnet 4.6 Anthropic | 1472 | $3 / $15 | |
| 38 | MiMo V2.5 Pro Xiaomi | 1467 | $0.435 / $0.87 | |
| 39 | ERNIE 5.1 Baidu | 1467 | — | |
| 40 | GPT-5.6 Terra OpenAI | 1466 | $2 / $12 | |
| 41 | Grok 4.5 SpaceXAI | 1466 | $2 / $6 | |
| 42 | GLM-5.1 Z.ai | 1465 | $1.40 / $4.40 | |
| 43 | Grok 4.1 Thinking SpaceXAI | 1465 | — | |
| 44 | DeepSeek V4 Pro DeepSeek | 1464 | $0.66 / $1.98 | |
| 45 | Claude Sonnet 5 Anthropic | 1461 | $2 / $10 | |
| 46 | Kimi K2.6 Moonshot | 1461 | $0.95 / $4 | |
| 47 | GPT-6 Sol OpenAI | 1458 | $2 / $10 | |
| 48 | GLM-5 Z.ai | 1457 | $1 / $3.20 | |
| — | Poolside Laguna XS 2.1 Poolside | — | $0.09 / $0.18 | Try |
| — | Nemotron 3.5 Lightning 30B NVIDIA | — | $0.05 / $0.2 | Try |
| — | DiffusionGemma 26B | — | $0.15 / $0.6 | Try |
| — | Nemotron 3 Nano Omni NVIDIA | — | $0.05 / $0.2 | Try |
| — | Llama 3.2 90B Vision Meta | — | — | Try |
| — | Nemotron 3 Ultra 550B NVIDIA | — | $0.6 / $2.40 | Try |
| — | Nemotron 3 Super 120B NVIDIA | — | $0.15 / $0.65 | Try |
| — | Muse Glimmer 30B Meta | — | $0.35 / $1.50 | Try |
| — | Gemma 4 31B | — | $0.14 / $0.4 | Try |
| — | GPT-5 OpenAI | — | $1.25 / $10 | Try |
| — | GPT-OSS 20B OpenAI | — | $0.03 / $0.14 | Try |
| — | Llama 3.3 70B Meta | — | — | Try |
| — | Riva Translate 4B NVIDIA | — | — | Try |
How to choose
- Match model strengths to your primary use case.
- Check access options and usage limits first.
- Test top candidates with your actual prompts.
FAQ
What does the HuaLinYuan Index measure?
The Index is a composite rating that evaluates overall conversational quality, reasoning ability, and instruction following. It aggregates multiple evaluation signals into a single score so you can compare models at a glance.
Why are several Anthropic models clustered near the top?
Anthropic's Opus and Fable series all score between 1490 and 1508, showing consistent high performance across their current lineup. This depth gives you multiple viable options from the same provider.
How should I choose between the top three models?
All three are within 17 Index points, so practical factors matter most: availability in your region, API access, pricing tiers, and any specific capabilities like tool use or multimodal support that your workflow requires.