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Best AI models by use case, explained simply
There is no single best AI model. On the tests below, the leaders are: coding: Claude Opus 5.5 on LMArena WebDev; reasoning and math: Gemini 4 Argon on LiveBench 2.0 Reasoning; chat and writing: Gemini 4 Argon on LMArena Text; speed and price: Gemini 3.5 Flash-Lite on Output speed. Pick the use case you care about and tap a model to see its price, size and every score with its source.
Best for coding
Top on LMArena WebDev: Claude Opus 5.5 (1807 Arena score).
LMArena WebDev
When people ask two AIs to build the same website or app and compare the results, which one do they pick?
Higher is better. Tap a model to see everything we know about it.
Source: LMArena (arena.ai), as of 2026-10-17 · independent test
Default view with style control. Scores within each model's plus or minus range are close to tied. Each model's best listed setting is used.
LiveBench 2.0 Coding
Fresh coding tasks with tests that check the answer, changed often so models cannot memorize them.
Higher is better. Tap a model to see everything we know about it.
Source: LiveBench 2.0, as of 2026-10-14 · independent test
LiveBench 2.0 release of 2 Sep 2026, shown on the site on 14 Oct 2026. Models run at their highest supported effort.
Best for reasoning and math
Top on LiveBench 2.0 Reasoning: Gemini 4 Argon (95.1 score out of 100).
LiveBench 2.0 Reasoning
Fresh logic and puzzle questions with one right answer, changed often so models cannot memorize them.
Higher is better. Tap a model to see everything we know about it.
Source: LiveBench 2.0, as of 2026-10-14 · independent test
LiveBench 2.0 release of 2 Sep 2026, shown on the site on 14 Oct 2026. Models run at their highest supported effort.
Artificial Analysis Intelligence Index
One combined score from many independent tests of how smart a model is.
Higher is better. Tap a model to see everything we know about it.
Source: Artificial Analysis, as of 2026-10-17 · independent test
Each model's highest-scoring setting is used. The page shows no index version or date; as_of is the day it was read.
GPQA Diamond
Very hard science questions in biology, chemistry and physics, written by PhD experts.
Higher is better. Tap a model to see everything we know about it.
Source: Makers' own model cards, as of 2026-10-17 · numbers can include makers' own claims
Maker's own numbers, run with different settings, so compare with care. Close to saturated at the top and questioned for possible training leaks. Anthropic's figures are whole numbers from its cost guide.
Humanity's Last Exam (no tools)
2,500 expert questions written to be too hard for AI, answered without web search or code.
Higher is better. Tap a model to see everything we know about it.
Source: Makers' own model cards, as of 2026-10-17 · numbers can include makers' own claims
The official leaderboard lists none of these models yet, so these are the makers' own numbers, graded by different judges. Some answers in the test are disputed.
Best for chat and writing
Top on LMArena Text: Gemini 4 Argon (1524 Arena score).
LMArena Text
When real people compare two AI answers side by side without knowing which AI wrote them, which one do they pick more often?
Higher is better. Tap a model to see everything we know about it.
Source: LMArena (arena.ai), as of 2026-10-15 · independent test
Default view with style control. Each score has a plus or minus range, so models within about 10 points are close to tied. Each model's best listed setting is used.
Best for speed and price
Top on Output speed: Gemini 3.5 Flash-Lite (449 tokens per second).
Output speed
How many tokens (pieces of words) per second the model writes once it starts answering. Higher is faster.
Higher is better. Tap a model to see everything we know about it.
Source: Artificial Analysis, as of 2026-10-17 · independent test
Median speed for the same setting used in the Intelligence Index. Gemini 4 Argon has no speed listed yet.
Compare all models
Scroll sideways on a phone. Empty cells mean we have no number from a source, not a zero. Score columns show tests with 3 or more models.
| Model | Company | Price in / out (per million tokens) | Context (tokens) | Open weights | LMArena WebDev | LiveBench 2.0 Coding | LiveBench 2.0 Reasoning | Artificial Analysis Intelligence Index | GPQA Diamond | Humanity's Last Exam (no tools) | LMArena Text | Output speed |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Astra | OpenAI | $10 / $50 | 1,050,000 | No | 1777 Arena score | 93.7 score out of 100 | 92.7 score out of 100 | 53 index points | 96.0% | 1477 Arena score | 57 tokens per second | |
| GPT-6 Luna | OpenAI | $0.1 / $0.5 | 1,050,000 | No | 1578 Arena score | 84.5 score out of 100 | 81.8 score out of 100 | 38 index points | 1443 Arena score | 120 tokens per second | ||
| Claude Opus 5.5 | Anthropic | $4 / $20 | No | 1807 Arena score | 96.3 score out of 100 | 92.2 score out of 100 | 58 index points | 91% | 64.4% | 1508 Arena score | 97 tokens per second | |
| Claude Fable 5.1 | Anthropic | $10 / $50 | 1,000,000 | No | 1741 Arena score | 97.7 score out of 100 | 91.7 score out of 100 | 53 index points | 60.9% | 1502 Arena score | 71 tokens per second | |
| Claude Haiku 5.5 | Anthropic | $0.1 / $0.5 | 1,000,000 | No | 1585 Arena score | 84.5 score out of 100 | 84.6 score out of 100 | 43 index points | 85% | 45.9% | 235 tokens per second | |
| Gemini 4 Argon | $2 / $10 | 1,048,576 | No | 1678 Arena score | 89.7 score out of 100 | 95.1 score out of 100 | 53 index points | 1524 Arena score | ||||
| Gemini 3.5 Flash-Lite | $0.3 / $2.5 | 1,048,576 | No | 1441 Arena score | 22 index points | 1455 Arena score | 449 tokens per second | |||||
| Grok 4.7 | xAI | $2 / $6 | 500,000 | No | 1639 Arena score | 84.5 score out of 100 | 82.7 score out of 100 | 46 index points | 1444 Arena score | 93 tokens per second | ||
| Grok 4.3 | xAI | $1.25 / $2.5 | 1,000,000 | No | 1358 Arena score | 1442 Arena score | ||||||
| DeepSeek-V4.1-Flash | DeepSeek | $0.3 / $1.2 | 1,000,000 | Yes | 1618 Arena score | 85.4 score out of 100 | 86.7 score out of 100 | 39 index points | 90.9% | 36.8% | 1475 Arena score | 176 tokens per second |
| Qwen3.8-27B | Alibaba (Qwen) | 262,144 | Yes | 1593 Arena score | 86.8 score out of 100 | 80.0 score out of 100 | 34 index points | 89.2% | 30.8% | 1438 Arena score | 41 tokens per second | |
| Gemma 4 31B | 262,144 | Yes | 1367 Arena score | 49.0 score out of 100 | 68.3 score out of 100 | 15 index points | 84.3% | 19.5% | 1452 Arena score | 35 tokens per second | ||
| Mistral Medium 3.5 | Mistral AI | 262,144 | Yes | 1264 Arena score | 14 index points | 1426 Arena score | 160 tokens per second |
Every model, in detail
GPT-6 Astra · OpenAI
Near the top for coding and hard reasoning; slower to start on its deepest settings.
- Company
- OpenAI
- Released
- 2026-09-03
- Open weights
- No
- Context
- 1,050,000 tokens
- Price per million tokens
- $10 in / $50 out · price source
All its scores
- LMArena Text: 1477 Arena score (Max) independentas of 2026-10-15 · source
- LMArena WebDev: 1777 Arena score (Max) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 53 index points (max) independentas of 2026-10-17 · source
- Output speed: 57 tokens per second (max) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 92.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 93.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 96.0% maker's own numberas of 2026-09-03 · source
GPT-6 Luna · OpenAI
Very cheap and quick for simple everyday jobs.
- Company
- OpenAI
- Released
- 2026-09-22
- Open weights
- No
- Context
- 1,050,000 tokens
- Price per million tokens
- $0.1 in / $0.5 out · price source
All its scores
- LMArena Text: 1443 Arena score (Max) independentas of 2026-10-15 · source
- LMArena WebDev: 1578 Arena score (Max) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 38 index points (max) independentas of 2026-10-17 · source
- Output speed: 120 tokens per second (max) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 81.8 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 84.5 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
Claude Opus 5.5 · Anthropic
Top pick for building apps and websites, and the highest overall intelligence score here.
- Company
- Anthropic
- Released
- 2026-09-22
- Open weights
- No
- Price per million tokens
- $4 in / $20 out · price source
All its scores
- LMArena Text: 1508 Arena score (High) independentas of 2026-10-15 · source
- LMArena WebDev: 1807 Arena score (Max) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 58 index points (max with fallback) independentas of 2026-10-17 · source
- Output speed: 97 tokens per second (max with fallback) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 92.2 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 96.3 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 91% maker's own numberas of 2026-10-17 · source
- Humanity's Last Exam (no tools): 64.4% maker's own numberas of 2026-09-22 · source
Claude Fable 5.1 · Anthropic
Strong all-rounder for writing and coding, but one of the priciest.
- Company
- Anthropic
- Released
- 2026-09-01
- Open weights
- No
- Context
- 1,000,000 tokens
- Price per million tokens
- $10 in / $50 out · price source
All its scores
- LMArena Text: 1502 Arena score (Max) independentas of 2026-10-15 · source
- LMArena WebDev: 1741 Arena score (Max) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 53 index points (max with fallback) independentas of 2026-10-17 · source
- Output speed: 71 tokens per second (max with fallback) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 91.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 97.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- Humanity's Last Exam (no tools): 60.9% maker's own numberas of 2026-09-22 · source
Claude Haiku 5.5 · Anthropic
Fast and very cheap, with surprisingly strong reasoning for its price.
- Company
- Anthropic
- Released
- 2026-10-07
- Open weights
- No
- Context
- 1,000,000 tokens
- Price per million tokens
- $0.1 in / $0.5 out · price source
All its scores
- LMArena WebDev: 1585 Arena score (High) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 43 index points (max) independentas of 2026-10-17 · source
- Output speed: 235 tokens per second (max) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 84.6 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 84.5 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 85% maker's own numberas of 2026-10-17 · source
- Humanity's Last Exam (no tools): 45.9% maker's own numberas of 2026-10-07 · source
Gemini 4 Argon · Google
Most preferred by people for everyday chat and writing, and the best fresh-puzzle reasoning score.
- Company
- Released
- 2026-10-13
- Open weights
- No
- Context
- 1,048,576 tokens
- Price per million tokens
- $2 in / $10 out · price source
All its scores
- LMArena Text: 1524 Arena score (High) independentas of 2026-10-15 · source
- LMArena WebDev: 1678 Arena score (High) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 53 index points (high) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 95.1 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 89.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
Gemini 3.5 Flash-Lite · Google
The fastest model here, for quick and simple tasks.
- Company
- Released
- 2026-07-21
- Open weights
- No
- Context
- 1,048,576 tokens
- Price per million tokens
- $0.3 in / $2.5 out · price source
All its scores
- LMArena Text: 1455 Arena score independentas of 2026-10-15 · source
- LMArena WebDev: 1441 Arena score independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 22 index points independentas of 2026-10-17 · source
- Output speed: 449 tokens per second independentas of 2026-10-17 · source
Grok 4.7 · xAI
Solid mid-range model at a moderate price.
- Company
- xAI
- Released
- 2026-09-21
- Open weights
- No
- Context
- 500,000 tokens
- Price per million tokens
- $2 in / $6 out · price source
All its scores
- LMArena Text: 1444 Arena score (xHigh) independentas of 2026-10-15 · source
- LMArena WebDev: 1639 Arena score (xHigh) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 46 index points (xhigh) independentas of 2026-10-17 · source
- Output speed: 93 tokens per second (xhigh) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 82.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 84.5 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
Grok 4.3 · xAI
An older, cheaper xAI model; it scores below the newer ones.
- Company
- xAI
- Open weights
- No
- Context
- 1,000,000 tokens
- Price per million tokens
- $1.25 in / $2.5 out · price source
All its scores
DeepSeek-V4.1-Flash · DeepSeek
The strongest open model here: free to download, cheap to use and quick.
- Company
- DeepSeek
- Released
- 2026-09-10
- Open weights
- Yes, you can download it
- Context
- 1,000,000 tokens
- Price per million tokens
- $0.3 in / $1.2 out · price source
All its scores
- LMArena Text: 1475 Arena score (Max) independentas of 2026-10-15 · source
- LMArena WebDev: 1618 Arena score (Max) independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 39 index points (max) independentas of 2026-10-17 · source
- Output speed: 176 tokens per second (max) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 86.7 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 85.4 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 90.9% maker's own numberas of 2026-10-17 · source
- Humanity's Last Exam (no tools): 36.8% maker's own numberas of 2026-10-17 · source
Qwen3.8-27B · Alibaba (Qwen)
A capable open model small enough to run on a good home computer.
- Company
- Alibaba (Qwen)
- Released
- 2026-08-14
- Open weights
- Yes, you can download it
- Context
- 262,144 tokens
All its scores
- LMArena Text: 1438 Arena score independentas of 2026-10-15 · source
- LMArena WebDev: 1593 Arena score independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 34 index points (xhigh) independentas of 2026-10-17 · source
- Output speed: 41 tokens per second (xhigh) independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 80.0 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 86.8 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 89.2% maker's own numberas of 2026-10-17 · source
- Humanity's Last Exam (no tools): 30.8% maker's own numberas of 2026-10-17 · source
Gemma 4 31B · Google
Google's open model you can run yourself; best for simple tasks.
- Company
- Released
- 2026-03-31
- Open weights
- Yes, you can download it
- Context
- 262,144 tokens
All its scores
- LMArena Text: 1452 Arena score independentas of 2026-10-15 · source
- LMArena WebDev: 1367 Arena score independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 15 index points independentas of 2026-10-17 · source
- Output speed: 35 tokens per second independentas of 2026-10-17 · source
- LiveBench 2.0 Reasoning: 68.3 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- LiveBench 2.0 Coding: 49.0 score out of 100 (highest supported effort) independentas of 2026-10-14 · source
- GPQA Diamond: 84.3% maker's own numberas of 2026-10-17 · source
- Humanity's Last Exam (no tools): 19.5% maker's own numberas of 2026-10-17 · source
Mistral Medium 3.5 · Mistral AI
Open model that answers quickly, but scores lower on hard tests.
- Company
- Mistral AI
- Released
- 2026-04-28
- Open weights
- Yes, you can download it
- Context
- 262,144 tokens
All its scores
- LMArena Text: 1426 Arena score independentas of 2026-10-15 · source
- LMArena WebDev: 1264 Arena score independentas of 2026-10-17 · source
- Artificial Analysis Intelligence Index: 14 index points independentas of 2026-10-17 · source
- Output speed: 160 tokens per second independentas of 2026-10-17 · source
What we left out on purpose
- Vision: no trusted vision score covers these models yet, so vision is left out.
- Left out on purpose: SWE-bench and Aider (none of these models on the official boards yet), a maker's number for a rival's model, and averages we would have to compute ourselves.
Sources
Updated 2026-10-17 18:00 IST. Scores and prices come only from these pages and each model's own source links above:
- LMArena (arena.ai), as of 2026-10-17
- LiveBench 2.0, as of 2026-10-14
- Artificial Analysis, as of 2026-10-17
- Makers' own model cards, as of 2026-10-17
- Makers' own model cards, as of 2026-10-17
- LMArena (arena.ai), as of 2026-10-15