September 2026 · updated 6 hours ago

AI Leaderboard by Design for Online®, providing businesses with the leading AI recommendations

This week GPT-6 Astra tops the board. Ling-3.0-flash scores within 24 points at 1% of the price.

Our leaderboard is visited and used across 155+ countries worldwide, with nearly 2.4 million Google searches in 2026 so far. Every major AI model ranked on intelligence, speed and real cost, updated daily.

Value map

Score against price

The top of the board, plotted by DFO score and input price. Up is smarter, left is cheaper; the shaded band marks our best value picks.

Editorial pick Best value Tracked model
75808489$0.1$0.3$1$3$10INPUT PRICE PER 1M TOKENS (LOG)DFO SCOREGPT-6 AstraMuse Spark 1.3Claude Fable 5.187.0 · $10.00 / 1M
Top 10 · Overall DFO score Full table with speed, pricing & context follows below.
# Model DFO Score Tok/s In $/1M Out $/1M Ctx
1GPT-6 AstraOpenAINEW88.062.5$10.00$50.001.1M
2Claude Fable 5.1AnthropicTOP PICKNEW87.068.2$10.00$50.001M
3Claude Opus 5AnthropicTOP PICKIN-HOUSE PICK86.854.3$5.00$25.001M
4Muse Spark 1.3MetaNEW83.7230$1.25$4.251M
5Qwen3.8 2.4T A95BQwenTOP PICKNEW83.623.9$2.00$6.001M
6GPT-5.6 SolOpenAI83.074.0$2.00$10.001.1M
7Claude Fable 5Anthropic83.060.0$10.00$50.001M
8Claude Sonnet 5AnthropicIN-HOUSE PICK82.669.2$2.00$10.001M
9Claude Opus 4.8Anthropic82.057.3$5.00$25.001M
10Claude Opus 4.7Anthropic81.948.4$5.00$25.001M
11GLM 5.3 FlashZ.aiNEW81.156.1$0.0750$0.25001.3M
12GPT-5.5OpenAI81.168.6$5.00$30.001.1M
13Claude Opus 5 (batch)AnthropicBEST FOR CODING81.053.2$2.50$12.501M
14Grok 4.6SpaceXAIIN-HOUSE PICKNEW80.653.9$2.00$6.00500K
15GLM 5.3Z.aiNEW80.277.7$1.40$4.401.3M
16Kimi K3MoonshotAI79.541.9$3.00$15.001M
17GPT-5.4OpenAI79.4123$2.50$15.001.1M
18Qwen3.8 MaxQwen78.840.2$2.00$6.001M
19GPT-5.6 TerraOpenAI78.6112$2.00$12.001.1M
20Gemini 3.8 FlashGoogleNEW78.4281$0.7500$3.751M
Showing 1–20 of 756 · Data from OpenRouter, Artificial Analysis, Hugging Face & our own testing. Scores editorially curated.

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This independent leaderboard tracks 756 large language models and ranks them by capability, price and speed. Design for Online aggregates third-party benchmarks with our own editorial testing, refreshing the data daily so the ranking reflects the models you can actually use today, not last year's headlines.

Leaderboards by use case

The overall table, re-ranked for the job you're hiring a model for.

Leaderboard changelog

A running log of what has changed on the board and when.

30 changes in the last 7 days
RANK MOVE Muse Spark 1.1: moves ▼13 to #32 overall.
RANK MOVE GPT-5.6 Luna: moves ▼10 to #25 overall.
RANK MOVE Qwen3.8 2.4T A95B (batch): moves ▼12 to #24 overall.
RANK MOVE Gemini 3.7 Flash: moves ▼13 to #23 overall.
RANK MOVE Muse Spark 1.2: moves ▼11 to #22 overall.
RANK MOVE Grok 4.5: moves ▼5 to #21 overall.
NEW MODEL Gemini 3.8 Flash: enters the leaderboard at #20.
RANK MOVE GPT-5.6 Terra: moves ▼6 to #19 overall.
RANK MOVE Qwen3.8 Max: moves ▼14 to #18 overall.
RANK MOVE GPT-5.4: moves ▲11 to #17 overall.
RANK MOVE GLM 5.3: moves ▼9 to #15 overall.
RANK MOVE Grok 4.6: moves ▼11 to #14 overall.
RANK MOVE Claude Opus 5 (batch): moves ▲13 to #13 overall.
RANK MOVE GLM 5.3 Flash: moves ▼7 to #12 overall.
RANK MOVE GPT-5.5: moves ▲11 to #11 overall.
RANK MOVE Claude Opus 4.7: moves ▲10 to #10 overall.
RANK MOVE Claude Sonnet 5: moves ▲9 to #8 overall.
RANK MOVE GPT-5.6 Sol: moves ▼6 to #7 overall.
RANK MOVE Qwen3.8 2.4T A95B: moves ▲9 to #5 overall.
NEW MODEL Muse Spark 1.3: enters the leaderboard at #4.
RANK MOVE Claude Fable 5.1: moves ▲5 to #2 overall.
NEW MODEL GPT-6 Astra: enters the leaderboard at #1.
NEW №1 GPT-6 Astra: takes the #1 spot overall.
PRICE DROP GLM Latest: output price drops 11% to $3.52 per 1M tokens.
PRICE DROP GLM 4.6: output price drops 20% to $1.75 per 1M tokens.
PRICE DROP GLM 4.6: input price drops 22% to $0.43 per 1M tokens.
PRICE DROP DeepSeek V4 Flash Latest: output price drops 10% to $0.09 per 1M tokens.
PRICE DROP DeepSeek V4 Flash Latest: input price drops 10% to $0.05 per 1M tokens.
PRICE DROP DeepSeek V4 Flash 0731: output price drops 44% to $0.10 per 1M tokens.
PRICE DROP DeepSeek V4 Flash 0731: input price drops 23% to $0.05 per 1M tokens.

How we rank AI models

The Design for Online AI Model Leaderboard scores 756 models on a single 0–100 scale built from four weighted dimensions: intelligence (reasoning and knowledge benchmarks), technical capability (coding and tool use), content quality (writing and instruction-following) and value (capability per dollar).

Underlying data is aggregated from the OpenRouter API for pricing and availability, Artificial Analysis for intelligence, coding and agentic indices, and the Hugging Face Open LLM Leaderboard for open-model benchmarks. The fourth source is our own: we deploy these models in client agents, chatbots and automations every week, and that internal testing feeds the editorial layer, so a model that benchmarks well but is impractical to deploy will not automatically top the table.

Models are grouped into tiers (Frontier, Professional, Specialist, Efficient, Emerging and Legacy) to make like-for-like comparison easier, and newly released models are flagged so you can see what has just landed.

Leaderboard FAQ

How often is the leaderboard updated?

Pricing, availability and benchmark data are synced daily from our sources, and editorial scores are reviewed whenever a significant new model is released.

How is the overall score calculated?

Each model is graded 0–10 on intelligence, technical capability, content quality and value; those dimensions are weighted and combined into the 0–100 overall score used to rank the table.

Where does the data come from?

From four sources: the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard, and internal testing from real deployments by the Design for Online team.

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