Hayz Labs · https://hayzlabs.com/reviews/top/chat-models/
reviews · top 20 list · checked 20 Oct
Top 20 AI chat models
The models behind ChatGPT, Claude, Gemini and the rest, for questions, writing and reasoning.
Best: Gemini 4 Argon, Muse Wonder and 1 more (tied, scoring 95 to 100). Best free: MiMo-V2.6-Pro (87). 20 of 20 scored.
Paying per token? See what a month of API use costs on each model.
Ordered by our score, built from the Text board in Arena's open leaderboard dataset, where people compare two answers without knowing which model wrote them. One row per model line, newest version only. Open the Table to see the number that placed each one and how it was scored.
- 1Gemini 4 ArgonGoogle
Google's top model, first in Arena's text votes, now in Google AI Plus from $4.99/month; votes are still early.
Best for Everyday chat and writing at the top of Arena votes, from $4.99 a monthYou give up Votes still early; ranks 10th for web app coding, and API price doubles on 1 Dec
10097–100$4.99/mo - 2Muse WonderMeta
Meta's new frontier model, released 12 Oct; a strong all-rounder at the same token price as Opus 5.5
Best for All-round chat and writing through Meta's API, near the top of chat votesYou give up Same token price as Claude Opus 5.5; no review yet
9693–99Pay as you go - 3Claude Opus 5.5Anthropic
Top public pick for coding, agents and hard questions at a mid price; skip it for bulk work where Sonnet 5.5 is enough.
Best for Coding and agent jobs; ranks first on the web app and agent boardsYou give up Twice Sonnet 5.5's token price; thinking can't be turned off
9593–98$20/mo - 4Claude Fable 5.1Anthropic
Very strong, but Opus 5.5 ranks higher on most boards for 40% of the price; keep Fable for cases Opus misses.
Best for Teams whose hardest long tasks still fail on Opus 5.5You give up Slower than Opus 5.5, 2.5 times its token price, and needs 30-day data retention
9492–96$100/mo - 5Gemini 3.8 FlashGoogle
Low-cost Google model near the top for writing and maths; rankings are preliminary and API prices double in January.
Best for Writing, maths and video or audio input at a low token priceYou give up Weak at web app coding (rank 31); API prices double on 1 Jan 2027
9291–93$19.99/mo - 6Muse Spark 1.3Meta
Solid coding and agent model at a low token price; GPT-6.1 Sol and Claude rank higher if quality matters most.
Best for Low-cost coding and agent work through Meta's APIYou give up Ranks well below GPT-6.1 Sol on agent tasks; the cheapest tier uses your data
9290–93$5/mo - 7Kimi K3Moonshot AI
The highest-ranked model with downloadable weights on this board
Best for Teams with a large server cluster who want top-ranked open weightsYou give up Needs over 1 TB of memory to run; API costs like a closed model; custom licence
8988–91Pay as you go - 8Gemini 3.1 Pro PreviewGoogle
Well tested older Gemini Pro still on the API; Gemini 3.8 Flash ranks higher for less
Best for Teams on the Gemini API who want a long-tested Pro modelYou give up Older model; the cheaper Gemini 3.8 Flash ranks higher on this list
8989–90Pay as you go - 9GPT-6.1 SolOpenAI
Near-top coding and agent work at a fifth of GPT-6 Astra's price; pick Claude Opus 5.5 or Gemini for creative writing.
Best for Coding and agent work near the top without top-model pricesYou give up Weak at creative writing (rank 26); not on ChatGPT Free or Go
8986–91$20/mo - 10Qwen3.8-MaxAlibaba
Alibaba's top model; solid general chat with low output prices
Best for Web app coding and image tasks at low output pricesYou give up GPT-6.1 Sol rates the same on our boards and costs less per task
8887–90Pay as you go - 11MiMo-V2.6-ProXiaomi
Top open-weights model on the Artificial Analysis index, at cents per task; closed leaders still rank well above it.
Best for Cheap coding and agent work, or an MIT model to host yourselfYou give up Self-hosting needs 8 to 16 GPUs; data on Xiaomi's platform is stored in China
8785–90Free - 12GLM-5.3Z.ai (Zhipu)
Open-weights general model with fair API prices
Best for Agent coding and security work with open weightsYou give up Custom licence to read before commercial use; MiMo-V2.6-Pro costs far less per task
8786–89Pay as you go - 13GPT-6 AstraOpenAI
Second on WebDev and Agent boards, but GPT-6.1 Sol is close for a fifth of the price; middling at creative writing.
Best for The hardest coding and agent jobs, where a small lead is worth paying forYou give up Five times GPT-6.1 Sol's token price; middling at creative writing
8785–88$20/mo - 14Claude Sonnet 5.5Anthropic
Near-top coding, agents and research for half Opus 5.5's token price; for writing, pick Opus 5.5 or Gemini 3.8 Flash.
Best for Everyday coding and agents with near-top results on a budgetYou give up Behind the leaders on creative writing; breaking API changes from Sonnet 5
8684–88Free - 15DeepSeek-V4.1-FlashDeepSeek
Very cheap and openly licensed; good for high-volume everyday chat
Best for Bulk API jobs with image input, cheapest in off-peak hoursYou give up Peak-hour prices are double; self-hosting needs over 300 GB of memory
8684–88Pay as you go - 16GLM-5.3-FlashZ.ai (Zhipu)
Very cheap MIT model, 13th on arena.ai Math; for coding and agents MiMo-V2.6-Pro ranks higher for less per task.
Best for Cheap maths-heavy or bulk work through an API or your own serversYou give up Mid-table for coding and weak at creative writing; hosting needs a server
8684–87Free - 17ERNIE 5.1Baidu
Baidu's main model; mid-table here and not yet on the Artificial Analysis index
Best for Chinese-language work at a low priceYou give up Rarely the best pick outside China; Baidu's own site lists no API price
8483–85No public price - 18GPT-5.6 TerraOpenAI
OpenAI mid-tier model, still offered as a replacement for retired chat models
Best for OpenAI API users who need a replacement for retired chat modelsYou give up Older mid-tier model that ranks below GPT-6.1 Sol
8482–85No public price - 19DeepSeek-V4-Pro-0813DeepSeek
Larger DeepSeek model; the cheaper V4.1 Flash ranks higher on this board
Best for Agent coding through DeepSeek's API, at half price off-peakYou give up Far too large to self-host for most teams, at about 1.7T parameters
8381–85Pay as you go - 20Qwen3.7-PlusAlibaba
Low-cost Qwen model for simple everyday tasks
Best for Simple, high-volume tasks on Alibaba Cloud on a tight budgetYou give up Lowest rank on this list
8179–82Pay as you go
| # | Name | Score for everyday chat | What placed it | Price | Best for | You give up |
|---|---|---|---|---|---|---|
| 1 | Gemini 4 ArgonGoogle · Closed · our review | 100likely 97–100 | Ranked #1 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1524. Our score: from blind votes (Arena). Report a mistake | Google AI Plus $4.99/mo; API $2 in / $10 out per 1M tokens until Nov 30, $4 / $20 from Dec 1 | Everyday chat and writing at the top of Arena votes, from $4.99 a month | Votes still early; ranks 10th for web app coding, and API price doubles on 1 Dec |
| 2 | Muse WonderMeta · Closed | 96likely 93–99 | Ranked #2 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1509. Our score: from blind votes (Arena). Report a mistake | API $4 in / $20 out per 1M tokens | All-round chat and writing through Meta's API, near the top of chat votes | Same token price as Claude Opus 5.5; no review yet |
| 3 | Claude Opus 5.5Anthropic · Closed · our review | 95likely 93–98 | Ranked #3 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1508. Our score: from blind votes (Arena). Report a mistake | API $4 in / $20 out per 1M tokens | Coding and agent jobs; ranks first on the web app and agent boards | Twice Sonnet 5.5's token price; thinking can't be turned off |
| 4 | Claude Fable 5.1Anthropic · Closed · our review | 94likely 92–96 | Ranked #6 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1502. Our score: from blind votes (Arena). Report a mistake | API $10 in / $50 out per 1M tokens | Teams whose hardest long tasks still fail on Opus 5.5 | Slower than Opus 5.5, 2.5 times its token price, and needs 30-day data retention |
| 5 | Gemini 3.8 FlashGoogle · Closed · our review | 92likely 91–93 | Ranked #8 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1496. Our score: from blind votes (Arena). Report a mistake | API $0.75 in / $3.75 out per 1M tokens until Dec 31; $1.50 / $7.50 from 2027 | Writing, maths and video or audio input at a low token price | Weak at web app coding (rank 31); API prices double on 1 Jan 2027 |
| 6 | Muse Spark 1.3Meta · Closed · our review | 92likely 90–93 | Ranked #9 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1494. Our score: from blind votes (Arena). Report a mistake | API $1.25 in / $4.25 out per 1M tokens | Low-cost coding and agent work through Meta's API | Ranks well below GPT-6.1 Sol on agent tasks; the cheapest tier uses your data |
| 7 | Kimi K3Moonshot AI · Open weights | 89likely 88–91 | Ranked #15 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1487. Our score: from blind votes (Arena). Report a mistake | API $3 in / $15 out per 1M tokens; weights free to download | Teams with a large server cluster who want top-ranked open weights | Needs over 1 TB of memory to run; API costs like a closed model; custom licence |
| 8 | Gemini 3.1 Pro PreviewGoogle · Closed | 89likely 89–90 | Ranked #16 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1487. Our score: from blind votes (Arena). Report a mistake | API $2 in / $12 out per 1M tokens (prompts up to 200K) | Teams on the Gemini API who want a long-tested Pro model | Older model; the cheaper Gemini 3.8 Flash ranks higher on this list |
| 9 | GPT-6.1 SolOpenAI · Closed · our review | 89likely 86–91 | Ranked #19 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1484. Our score: from blind votes (Arena). Report a mistake | API $2 in / $10 out per 1M tokens (short context); $4 / $15 long context | Coding and agent work near the top without top-model prices | Weak at creative writing (rank 26); not on ChatGPT Free or Go |
| 10 | Qwen3.8-MaxAlibaba · Closed | 88likely 87–90 | Ranked #21 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1482. Our score: from blind votes (Arena). Report a mistake | API $2 in / $6 out per 1M tokens (Singapore) | Web app coding and image tasks at low output prices | GPT-6.1 Sol rates the same on our boards and costs less per task |
| 11 | MiMo-V2.6-ProXiaomi · Open source · our review | 87likely 85–90 | Ranked #24 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1479. Our score: from blind votes (Arena). Report a mistake | Free weights (MIT) | Cheap coding and agent work, or an MIT model to host yourself | Self-hosting needs 8 to 16 GPUs; data on Xiaomi's platform is stored in China |
| 12 | GLM-5.3Z.ai (Zhipu) · Open weights | 87likely 86–89 | Ranked #25 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1479. Our score: from blind votes (Arena). Report a mistake | API $1.40 in / $4.40 out per 1M tokens; weights free to download | Agent coding and security work with open weights | Custom licence to read before commercial use; MiMo-V2.6-Pro costs far less per task |
| 13 | GPT-6 AstraOpenAI · Closed · our review | 87likely 85–88 | Ranked #27 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1477. Our score: from blind votes (Arena). Report a mistake | API $10 in / $50 out per 1M tokens (short context); $20 / $75 long context | The hardest coding and agent jobs, where a small lead is worth paying for | Five times GPT-6.1 Sol's token price; middling at creative writing |
| 14 | Claude Sonnet 5.5Anthropic · Closed · our review | 86likely 84–88 | Ranked #31 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1475. Our score: from blind votes (Arena). Report a mistake | API $2 in / $10 out per 1M tokens | Everyday coding and agents with near-top results on a budget | Behind the leaders on creative writing; breaking API changes from Sonnet 5 |
| 15 | DeepSeek-V4.1-FlashDeepSeek · Open source | 86likely 84–88 | Ranked #33 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1475. Our score: from blind votes (Arena). Report a mistake | API $0.30 in / $1.20 out per 1M tokens ($0.15 / $0.60 off-peak); weights free to download | Bulk API jobs with image input, cheapest in off-peak hours | Peak-hour prices are double; self-hosting needs over 300 GB of memory |
| 16 | GLM-5.3-FlashZ.ai (Zhipu) · Open source · our review | 86likely 84–87 | Ranked #35 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1474. Our score: from blind votes (Arena). Report a mistake | API $0.15 in / $0.50 out per 1M tokens; weights free to download | Cheap maths-heavy or bulk work through an API or your own servers | Mid-table for coding and weak at creative writing; hosting needs a server |
| 17 | ERNIE 5.1Baidu · Closed | 84likely 83–85 | Ranked #41 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1467. Our score: from blind votes (Arena). Report a mistake | Not confirmed | Chinese-language work at a low price | Rarely the best pick outside China; Baidu's own site lists no API price |
| 18 | GPT-5.6 TerraOpenAI · Closed | 84likely 82–85 | Ranked #42 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1466. Our score: from blind votes (Arena). Report a mistake | Not confirmed | OpenAI API users who need a replacement for retired chat models | Older mid-tier model that ranks below GPT-6.1 Sol |
| 19 | DeepSeek-V4-Pro-0813DeepSeek · Open source | 83likely 81–85 | Ranked #46 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1465. Our score: from blind votes (Arena). Report a mistake | API $1.32 in / $3.96 out per 1M tokens ($0.66 / $1.98 off-peak); weights free to download | Agent coding through DeepSeek's API, at half price off-peak | Far too large to self-host for most teams, at about 1.7T parameters |
| 20 | Qwen3.7-PlusAlibaba · Closed | 81likely 79–82 | Ranked #56 in a public blind vote for chat (arena.ai)What it rests onTheir figure: arena Text 1456. Our score: from blind votes (Arena). Report a mistake | API $0.40 in / $1.60 out per 1M tokens (up to 256K input, Singapore) | Simple, high-volume tasks on Alibaba Cloud on a tight budget | Lowest rank on this list |
Nothing matches all of that. , or try everything.
How we ranked this
Order. Ordered by our score, built from the Text board in Arena's open leaderboard dataset, where people compare two answers without knowing which model wrote them. One row per model line, newest version only.
How we score this list. Our score, built from Arena's blind votes for everyday chat. This is a score for everyday chat; our reviews score each job (writing, coding and so on) on its own board. The full rules are on How we score. Open "How it was scored" on any row to see the working.
What we did not do. We did not run any of these ourselves. Every number comes from the public source linked on its row, checked on 20 Oct 2026.
Spot a mistake? A wrong rank, price or link: tell us and we will check it against the source. Corrections are dated in News.
Reviews are drafted with help from AI models, including Anthropic's Claude. Model scores come only from outside leaderboards and independent evaluations, by a written rule. Claude Opus 5.5, Claude Fable 5.1, Claude Sonnet 5.5 are made by Anthropic, whose Claude models help draft our reviews.