AI Automation | Suffolk, UK & Global

AI Business Automation Services, Suffolk, UK & Global

Navigate the fast-changing AI landscape with a strategic partner at the forefront of business automation. We implement AI where it delivers measurable impact, designing intelligent workflows that save time, reduce costs, and let your team focus on what matters. Our approach gives businesses an early competitive advantage whilst avoiding the hype and wasted investment that comes with poorly planned AI adoption.

Your Strategic AI Business Partner in Britain's AI Future

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AI BUSINESS INTEGRATIONS & CONSULTANCY SUFFOLK

AI Automation services for your business.

AI is evolving at an unprecedented pace, unleashing new possibilities every month (or even week) that businesses, large and small, can leverage.

We partner with your business, acting as your dedicated external team. Whether you need to empower your staff with tailored AI training to identify and utilise opportunities, or require in-depth development and implementation of custom AI automation workflows, we provide the expertise to integrate AI strategically into your operations.

5 AI Business Automations You Can Implement Today

AI Automation UK

We are already transforming businesses today with scalable AI Automation tools.

We build AI automation using proven tools and platforms trusted by businesses worldwide. Our implementations leverage leading language models and automation frameworks to deliver reliable, scalable solutions tailored to your operational needs.

Working with established providers like Anthropic, OpenAI, n8n, LangChain, and OpenRouter, we design workflows that integrate smoothly with your existing systems. Whether you need customer service automation, content generation, data processing, or business intelligence, we implement solutions using the right combination of tools for your specific requirements.

Our approach focuses on practical results rather than technology for its own sake. We select tools based on reliability, cost-effectiveness, and how well they solve your actual business challenges. Ongoing support ensures your AI automation continues delivering value as your business grows and technology evolves.

Our Services

AI automation services

AI Image & Video Generation

Generate marketing visuals, product mockups, social media content, and video assets using AI technology. Produce professional-quality imagery and video faster and more cost-effectively than traditional methods whilst maintaining creative control.

AI Assistants for Business

Go beyond chatbots with AI assistants that integrate deeply into your business systems to handle complex tasks autonomously. Our assistants read data, process information, execute multi-step workflows, and keep you informed without constant supervision.

Private AI & Data Sovereignty

For businesses handling sensitive data or operating in regulated industries, cloud AI services create unacceptable risks. Our private Local LLM solutions keep processing within UK borders or your global locations, ensuring complete data sovereignty whilst delivering advanced AI capabilities.

AI Leaderboards

Our AI Model Leaderboard ranks and compares hundreds of AI models using a proprietary scoring methodology built specifically for business use cases. We evaluate every model across performance, capability, pricing and practical value — helping you make confident, informed decisions about which AI to adopt.

AI Chatbots for Business

Transform customer interactions with intelligent AI chatbots that deliver 24/7 support, qualify leads, book appointments, and provide instant answers from your knowledge base. Our modular approach lets you adapt as AI technology evolves.

RAG AI Solutions

Your business holds valuable knowledge trapped in documents, manuals, wikis, and files that staff struggle to search effectively. RAG technology transforms these resources into intelligent systems that answer questions instantly and accurately.

AI Audio & Video Processing

Extract value from audio and video content through AI-powered transcription, voice synthesis, sentiment analysis, and automated processing. Turn hours of meetings, calls, and media into searchable, actionable information.

Business Process Automation

Free your team from repetitive tasks by automating business processes that drain productivity. We design intelligent workflows that connect your systems, move data automatically, and handle routine operations without manual intervention.

AI Business Consultancy

Integrating AI into your business requires clear strategy, not guesswork. We help you identify where AI delivers genuine value, navigate compliance requirements, and build practical implementation plans that drive measurable results.

Custom AI Development

Off-the-shelf software rarely fits unique business processes perfectly. We build custom applications, CRM systems, field service management tools, and bespoke software using AI-assisted development that delivers faster, more reliable results.

AI SEO & Content Automation

Stop treating SEO as a monthly task. Our ForerunnerĀ® SEO tool automates weekly optimisation tasks, from image alt tags to product descriptions, delivering higher accuracy and faster results whilst you focus on running your business.

AI Website Automation

Manage WordPress websites using conversational AI commands instead of clicking through admin panels. Our ForerunnerĀ® WordPress AI Assistant handles updates, content publishing, and multi-site management through simple natural language instructions.

AI Training & Workshops

AI tools deliver value when staff know how to use them effectively. Our training programmes and workshops provide practical skills development, enabling your team to leverage AI technology confidently for their specific roles and responsibilities.

ForerunnerĀ® AI Tools Suite

We have developed the ForerunnerĀ® suite of AI tools designed specifically for practical business applications. From WordPress management to SEO automation and intelligent chat systems, our tools solve real operational challenges businesses face daily.

AI Ethics & GDPR Compliance

AI adoption must respect data protection laws, ethical principles, and regulatory requirements. We help UK businesses implement AI responsibly, ensuring GDPR compliance and alignment with government AI Britain initiatives promoting ethical development.

AI Data Analytics & Management

Your business generates data constantly, but extracting actionable insights requires time and expertise most teams lack. AI-powered analytics transforms raw data into clear intelligence that drives better decisions and operational improvements.

AI WordPress Plugins

AI Powered Plugins for businesses and agencies

We develop the ForerunnerĀ® suite of WordPress plugins bringing AI automation to businesses and agencies. From managing multi-site networks through natural language to deploying sophisticated AI chat systems, our tools solve real operational challenges without requiring developer resources.

AI & Automation News

AI automation plugins for businesses and agencies

The Best AI Models So Far in 2026 | Design for Online Gemini 3.1 Pro, Claude Sonnet 4.6, Grok 4.20 and more all dropped in February 2026. We rank the best AI models, compare benchmarks and break down real costs.
Artificial Inteligence

The Best AI Models so far in 2026

Gemini 3.1 Pro, Claude Sonnet 4.6, Grok 4.20 and more dropped in February 2026. We rank the best AI models, benchmarks & break down costs.
5 AI Tools You Should Know About in 2026 From AI-generated brand content to video that has Hollywood worried, these are the tools making a real impact right now.
Artificial Inteligence

5 AI Tools You Should Know About in 2026

From Google's brand content generator to AI video and task automation, these are the tools making a real impact right now. We break down what ...
ForerunnerĀ® WordPress OpenAI ChatKit Agent Builder Plugin
Artificial Inteligence

AgentKit arrives. Our Plugin brings OpenAI’s Agent Builder and ChatKit to WordPress

OpenAI has launched AgentKit, a toolkit for building, evaluating and shipping AI agents. Our Plugin enables all ChatKit functionality on WordPress

Compare top AI models across all use cases.

# Model Score Speed MMLU HumanEval Pricing Context Capabilities Badge
1 Anthropic: Claude Opus 4.8 Newanthropic 93Frontier — — — $5.00 $25.00 1M Tool Fn Top Pick
2 Google: Gemini 3.1 Pro Previewgoogle 92Frontier — — — $2.00 $12.00 1M Tool Fn Best for Agents
3 OpenAI: GPT-5.5openai 90Frontier — — — $5.00 $30.00 1.1M Tool Fn Top Pick
4 GPT-5.5 (medium)OpenAI 82Professional — — — $5.00 $30.00 — Best for Coding
5 GPT-5.5 (high)OpenAI 82Professional — — — $5.00 $30.00 — Top Pick
6 Anthropic: Claude Opus 4.7anthropic 88Frontier — — — $5.00 $25.00 1M Tool Fn
7 Qwen: Qwen3.7 Max Newqwen 83Professional — — — $1.25 $3.75 1M Tool Fn
8 OpenAI: GPT-5.3-Codexopenai 83Professional — — — $1.75 $14.00 400K Tool Fn
9 Anthropic: Claude Opus 4.6anthropic 82Frontier — — — $5.00 $25.00 1M Tool Fn
10 Anthropic: Claude Opus 4.5anthropic 82Professional — — — $5.00 $25.00 200K Tool Fn
11 Google: Gemini 3.5 Flash Newgoogle 82Professional — — — $1.50 $9.00 1M Tool Fn
12 GPT-5.5 Instant (May 2026)OpenAI 82Professional — — — $5.00 $30.00 —
13 Google: Gemini 3 Pro Previewgoogle 82Professional — — — $2.00 $12.00 1M Tool Fn
14 Qwen: Qwen3.5-122B-A10Bqwen 82Professional — — — $0.26 $2.08 262K Tool Fn
15 Google: Gemini 2.5 Flashgoogle 82Professional — — — $0.30 $2.50 1M Tool Fn
16 Z.ai: GLM 5.1z-ai 82Professional — — — $0.98 $3.08 203K Tool Fn
17 OpenAI: GPT-5.2-Codexopenai 82Professional — — — $1.75 $14.00 400K Tool Fn
18 Anthropic: Claude 3.7 Sonnet (thinking)anthropic 82Professional — — — $3.00 $15.00 200K Tool Fn
19 Muse SparkMeta 82Professional — — — $0.00 $0.00 —
20 OpenAI: GPT-5.1openai 82Professional — — — $1.25 $10.00 400K Tool Fn
21 Qwen: Qwen3.5-27Bqwen 82Professional — — — $0.20 $1.56 262K Tool Fn
22 Google: Gemini 2.5 Progoogle 82Professional — — — $1.25 $10.00 1M Tool Fn
23 MiniMax: MiniMax M2.1minimax 82Professional — — — $0.29 $0.95 205K Tool Fn
24 OpenAI: o3 Mini Highopenai 82Professional — — — $1.10 $4.40 200K Tool Fn
25 Qwen: Qwen3.6 27Bqwen 82Professional — — — $0.29 $3.20 262K Tool Fn
26 OpenAI: GPT-5.1-Codexopenai 82Professional — — — $1.25 $10.00 400K Tool Fn
27 OpenAI: GPT-5.4openai 82Professional — — — $2.50 $15.00 1.1M Tool Fn
28 OpenAI: o3 Proopenai 82Professional — — — $20.00 $80.00 200K Tool Fn
29 Qwen: Qwen3.6 Plusqwen 82Professional — — — $0.33 $1.95 1M Tool Fn
30 Z.ai: GLM 4.7z-ai 82Professional — — — $0.40 $1.75 203K Tool Fn
31 Google: Gemini 2.0 Flashgoogle 82Professional — — — $0.10 $0.40 1M Tool Fn
32 Qwen: Qwen3.6 Max Previewqwen 82Professional — — — $1.04 $6.24 262K Tool Fn
33 OpenAI: o3 Deep Researchopenai 82Professional — — — $10.00 $40.00 200K Tool Fn
34 xAI: Grok 4.20 Multi-Agent Betax-ai 82Professional — — — $2.00 $6.00 2M Tool
35 xAI: Grok 3 Minix-ai 82Professional — — — $0.30 $0.50 131K Tool Fn
36 Google: Gemini 3 Flash Previewgoogle 82Professional — — — $0.50 $3.00 1M Tool Fn
37 OpenAI: o3 Miniopenai 82Professional — — — $1.10 $4.40 200K Tool Fn
38 Grok 4.20 0309 (Reasoning)xAI 82Professional — — — $2.00 $6.00 —
39 Anthropic: Claude Sonnet 4.5anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
40 OpenAI: GPT-5.4 Nanoopenai 82Professional — — — $0.20 $1.25 400K Tool Fn
41 Anthropic: Claude Sonnet 4.6anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
42 Google: Gemini 2.5 Pro Preview 06-05google 82Professional — — — $1.25 $10.00 1M Tool Fn
43 Xiaomi: MiMo-V2.5xiaomi 82Professional — — — $0.14 $0.28 1M Tool Fn
44 OpenAI: o1openai 82Professional — — — $15.00 $60.00 200K Tool Fn
45 Qwen3.6 27B (Non-reasoning)Alibaba 82Professional — — — $0.60 $3.60 —
46 OpenAI: GPT-5 Codexopenai 82Professional — — — $1.25 $10.00 400K Tool Fn
47 OpenAI: GPT-5.4 Miniopenai 82Professional — — — $0.75 $4.50 400K Tool Fn
48 Qwen: Qwen3.5 397B A17Bqwen 82Professional — — — $0.39 $2.34 262K Tool Fn
49 Anthropic: Claude Opus 4anthropic 82Professional — — — $15.00 $75.00 200K Tool Fn
50 DeepSeek: DeepSeek V4 Flashdeepseek 82Professional — — — $0.10 $0.20 1M Tool Fn
51 OpenAI: GPT-5openai 82Professional — — — $1.25 $10.00 400K Tool Fn
52 MiniMax: MiniMax M2.7minimax 82Professional — — — $0.28 $1.20 205K Tool Fn
53 MiniMax: MiniMax M2.5minimax 82Professional — — — $0.15 $1.15 205K Tool Fn
54 Anthropic: Claude Sonnet 4anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
55 GPT-5.5 (Non-reasoning)OpenAI 82Professional — — — $5.00 $30.00 —
56 OpenAI: GPT-5.2openai 82Professional — — — $1.75 $14.00 400K Tool Fn
57 xAI: Grok 4.3x-ai 82Professional — — — $1.25 $2.50 1M Tool Fn
58 OpenAI: GPT-5 Miniopenai 82Professional — — — $0.25 $2.00 400K Tool Fn
59 Xiaomi: MiMo-V2-Proxiaomi 82Professional — — — $1.00 $3.00 1M Tool Fn
60 Z.ai: GLM 5z-ai 82Professional — — — $0.60 $1.92 203K Tool Fn
61 Google: Gemini 2.5 Pro Preview 05-06google 82Professional — — — $1.25 $10.00 1M Tool Fn
62 OpenAI: GPT-4o (2024-08-06)openai 82Professional — — — $2.50 $10.00 128K Tool Fn
63 Anthropic: Claude Opus 4.1anthropic 82Professional — — — $15.00 $75.00 200K Tool Fn
64 OpenAI: o3openai 82Professional — — — $2.00 $8.00 200K Tool Fn
65 GPT-5.5 (low)OpenAI 82Professional — — — $5.00 $30.00 —
66 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google 82Professional — — — $2.00 $12.00 66K
67 Meta: Llama 3.1 405B (base)meta-llama 82Professional — — — $4.00 $4.00 33K
68 Qwen: Qwen3 235B A22B Instruct 2507qwen 82Professional — — — $0.07 $0.10 262K Tool Fn
69 xAI: Grok 4.20x-ai 82Professional — — — $1.25 $2.50 2M Tool Fn
70 StepFun: Step 3.5 Flashstepfun 82Professional — — — $0.09 $0.30 262K Tool Fn
71 OpenAI: GPT-4.1openai 82Professional — — — $2.00 $8.00 1M Tool Fn
72 xAI: Grok 4.1 Fastx-ai 82Professional — — — $0.20 $0.50 2M Tool Fn
73 OpenAI: GPT-4oopenai 82Professional — — — $2.50 $10.00 128K Tool Fn
74 xAI: Grok 4x-ai 82Professional — — — $3.00 $15.00 256K Tool Fn
75 Google: Gemma 4 31B Updatedgoogle 82Professional — — — $0.12 $0.36 262K Tool Fn
76 MoonshotAI: Kimi K2.5moonshotai 82Professional — — — $0.40 $1.90 262K Tool Fn
77 Anthropic: Claude 3.7 Sonnetanthropic 82Professional — — — $3.00 $15.00 200K Tool Fn
78 Anthropic: Claude Opus 4.8 (Fast) Newanthropic Emerging — — — $10.00 $50.00 1M Tool Fn
79 Anthropic: Claude Opus 4.7 (Fast) Newanthropic Emerging — — — $30.00 $150.00 1M Tool Fn
80 OpenAI: GPT-5.2 Chatopenai Legacy — — — $1.75 $14.00 128K Tool Fn
81 OpenAI: GPT-4o (2024-11-20)openai Legacy — — — $2.50 $10.00 128K Tool Fn
82 OpenAI: GPT-5.2 Proopenai Legacy — — — $21.00 $168.00 400K Tool Fn
83 OpenAI GPT Latest~openai Emerging — — — $5.00 $30.00 1.1M Tool Fn
84 xAI: Grok 4.20 Multi-Agentx-ai Emerging — — — $2.00 $6.00 2M Tool
85 Anthropic: Claude Opus 4.6 (Fast)anthropic Emerging — — — $30.00 $150.00 1M Tool Fn
86 Meta: Llama 3.3 70B Instructmeta-llama Legacy — — — $0.10 $0.32 131K Tool Fn

Best models for code generation and debugging.

# Model Score Speed MMLU HumanEval Pricing Context Capabilities Badge
1 Anthropic: Claude Opus 4.8 Newanthropic 93Frontier — — — $5.00 $25.00 1M Tool Fn Top Pick
2 Google: Gemini 3.1 Pro Previewgoogle 92Frontier — — — $2.00 $12.00 1M Tool Fn Best for Agents
3 OpenAI: GPT-5.5openai 90Frontier — — — $5.00 $30.00 1.1M Tool Fn Top Pick
4 GPT-5.5 (high)OpenAI 82Professional — — — $5.00 $30.00 — Top Pick
5 GPT-5.5 (medium)OpenAI 82Professional — — — $5.00 $30.00 — Best for Coding
6 Anthropic: Claude Opus 4.7anthropic 88Frontier — — — $5.00 $25.00 1M Tool Fn
7 Qwen: Qwen3.7 Max Newqwen 83Professional — — — $1.25 $3.75 1M Tool Fn
8 OpenAI: GPT-5.3-Codexopenai 83Professional — — — $1.75 $14.00 400K Tool Fn
9 Anthropic: Claude Opus 4.6anthropic 82Frontier — — — $5.00 $25.00 1M Tool Fn
10 Anthropic: Claude Opus 4.5anthropic 82Professional — — — $5.00 $25.00 200K Tool Fn
11 Qwen2.5 Coder 32B Instructqwen 82Professional — — — $0.66 $1.00 128K
12 Magistral Medium 1Mistral 82Professional — — — $0.00 $0.00 —
13 DeepSeek: DeepSeek V3.2deepseek 82Professional — — — $0.23 $0.34 131K Tool Fn
14 Qwen: Qwen3 235B A22B Instruct 2507qwen 82Professional — — — $0.07 $0.10 262K Tool Fn
15 Qwen: Qwen3.6 Plusqwen 82Professional — — — $0.33 $1.95 1M Tool Fn
16 OpenAI: o3 Deep Researchopenai 82Professional — — — $10.00 $40.00 200K Tool Fn
17 Anthropic: Claude Sonnet 4anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
18 OpenAI: GPT-5.2-Codexopenai 82Professional — — — $1.75 $14.00 400K Tool Fn
19 OpenAI: gpt-oss-120b (free)openai 82Professional — — — $0.00 $0.00 131K Tool Fn
20 Anthropic: Claude 3.5 Sonnetanthropic 82Professional — — — $6.00 $30.00 200K Tool Fn
21 DeepSeek R1 Distill Qwen 14BDeepSeek 82Professional — — — $0.00 $0.00 —
22 MoonshotAI: Kimi K2 0711moonshotai 82Professional — — — $0.57 $2.30 131K Tool Fn
23 OpenAI: o4 Mini Deep Researchopenai 82Professional — — — $2.00 $8.00 200K Tool Fn
24 Google: Gemini 2.5 Pro Preview 05-06google 82Professional — — — $1.25 $10.00 1M Tool Fn
25 Devstral Small 2Mistral 82Professional — — — $0.00 $0.00 —
26 MiniMax: MiniMax M2.1minimax 82Professional — — — $0.29 $0.95 205K Tool Fn
27 OpenAI: gpt-oss-120bopenai 82Professional — — — $0.04 $0.18 131K Tool Fn
28 DeepSeek: DeepSeek V3 0324deepseek 82Professional — — — $0.20 $0.77 164K Tool Fn
29 OpenAI: GPT-4o (2024-05-13)openai 82Professional — — — $5.00 $15.00 128K Tool Fn
30 DeepSeek-Coder-V2DeepSeek 82Professional — — — $0.00 $0.00 —
31 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google 82Professional — — — $2.00 $12.00 66K
32 Mistral: Devstral Mediummistralai 82Professional — — — $0.40 $2.00 131K Tool Fn
33 MoonshotAI: Kimi K2.6moonshotai 82Professional — — — $0.68 $3.42 262K Tool Fn
34 Anthropic: Claude Sonnet 4.5anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
35 Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA 82Professional — — — $0.10 $0.40 —
36 Z.ai: GLM 4.7z-ai 82Professional — — — $0.40 $1.75 203K Tool Fn
37 OpenAI: gpt-oss-20b (free)openai 82Professional — — — $0.00 $0.00 131K Tool Fn
38 Qwen: QwQ 32Bqwen 82Professional — — — $0.15 $0.58 131K Tool Fn
39 OpenAI: GPT-4 Turboopenai 82Professional — — — $10.00 $30.00 128K Tool Fn
40 Grok 4.20 0309 (Reasoning)xAI 82Professional — — — $2.00 $6.00 —
41 xAI: Grok 4.1 Fastx-ai 82Professional — — — $0.20 $0.50 2M Tool Fn
42 Mistral: Devstral Small 1.1mistralai 82Professional — — — $0.10 $0.30 131K Tool Fn
43 Xiaomi: MiMo-V2.5-Proxiaomi 82Professional — — — $0.44 $0.87 1M Tool Fn
44 DeepSeek: DeepSeek V3.2 Expdeepseek 82Professional — — — $0.27 $0.41 164K Tool Fn
45 Nemotron Cascade 2 30B A3BNVIDIA 82Professional — — — $0.00 $0.00 —
46 Google: Gemini 3 Flash Previewgoogle 82Professional — — — $0.50 $3.00 1M Tool Fn
47 Anthropic: Claude 3.7 Sonnetanthropic 82Professional — — — $3.00 $15.00 200K Tool Fn
48 OpenAI: GPT-5.4openai 82Professional — — — $2.50 $15.00 1.1M Tool Fn
49 Solar Pro 2 (Preview) (Reasoning)Upstage 82Professional — — — $0.00 $0.00 —
50 Google: Gemini 3 Pro Previewgoogle 82Professional — — — $2.00 $12.00 1M Tool Fn
51 xAI: Grok 4x-ai 82Professional — — — $3.00 $15.00 256K Tool Fn
52 Xiaomi: MiMo-V2.5xiaomi 82Professional — — — $0.14 $0.28 1M Tool Fn
53 Anthropic: Claude Sonnet 4.6anthropic 82Professional — — — $3.00 $15.00 1M Tool Fn
54 Qwen: Qwen3 32Bqwen 82Professional — — — $0.08 $0.28 131K Tool Fn
55 ERNIE 5.0 Thinking PreviewBaidu 82Professional — — — $0.00 $0.00 —
56 Qwen: Qwen3 Coder 30B A3B Instructqwen 82Professional — — — $0.07 $0.27 160K Tool Fn
57 Anthropic: Claude 3.7 Sonnet (thinking)anthropic 82Professional — — — $3.00 $15.00 200K Tool Fn
58 Qwen3 Coder 480B A35B InstructAlibaba 82Professional — — — $1.50 $7.50 —
59 TNG: DeepSeek R1T2 Chimeratngtech 82Professional — — — $0.30 $1.10 164K Tool Fn
60 DeepSeek: DeepSeek V4 Prodeepseek 82Professional — — — $0.44 $0.87 1M Tool Fn
61 Qwen: Qwen3.5 397B A17Bqwen 82Professional — — — $0.39 $2.34 262K Tool Fn
62 Qwen: Qwen3 235B A22Bqwen 82Professional — — — $0.46 $1.82 131K Tool Fn
63 Qwen: Qwen3.6 35B A3Bqwen 82Professional — — — $0.14 $1.00 262K Tool Fn
64 Z.ai: GLM 4.5z-ai 82Professional — — — $0.60 $2.20 131K Tool Fn
65 OpenAI: o3 Mini Highopenai 82Professional — — — $1.10 $4.40 200K Tool Fn
66 OpenAI: GPT-5.4 Nanoopenai 82Professional — — — $0.20 $1.25 400K Tool Fn
67 OpenAI: GPT-5.1openai 82Professional — — — $1.25 $10.00 400K Tool Fn
68 Google: Gemini 2.5 Progoogle 82Professional — — — $1.25 $10.00 1M Tool Fn
69 DeepSeek: DeepSeek V4 Flashdeepseek 82Professional — — — $0.10 $0.20 1M Tool Fn
70 Z.ai: GLM 5z-ai 82Professional — — — $0.60 $1.92 203K Tool Fn
71 OpenAI: GPT-5 Codexopenai 82Professional — — — $1.25 $10.00 400K Tool Fn
72 Qwen: Qwen3.6 27Bqwen 82Professional — — — $0.29 $3.20 262K Tool Fn
73 OpenAI: GPT-5.2openai 82Professional — — — $1.75 $14.00 400K Tool Fn
74 Z.ai: GLM 4.5 Airz-ai 82Professional — — — $0.13 $0.85 131K Tool Fn
75 OpenAI: o3 Miniopenai 82Professional — — — $1.10 $4.40 200K Tool Fn
76 OpenAI: GPT-5.4 Miniopenai 82Professional — — — $0.75 $4.50 400K Tool Fn
77 OpenAI: GPT-5.1-Codexopenai 82Professional — — — $1.25 $10.00 400K Tool Fn
78 OpenAI: o3 Proopenai 82Professional — — — $20.00 $80.00 200K Tool Fn
79 GPT-5.5 (Non-reasoning)OpenAI 82Professional — — — $5.00 $30.00 —
80 DeepSeek: DeepSeek V3.1 Terminusdeepseek 82Professional — — — $0.27 $0.95 164K Tool Fn
81 OpenAI: o3openai 82Professional — — — $2.00 $8.00 200K Tool Fn
82 Qwen: Qwen3.6 Max Previewqwen 82Professional — — — $1.04 $6.24 262K Tool Fn
83 Mistral: Devstral 2 2512mistralai 82Professional — — — $0.40 $2.00 262K Tool Fn
84 DeepSeek: R1deepseek 82Professional — — — $0.70 $2.50 164K Tool Fn
85 Kwaipilot: KAT-Coder-Pro V2kwaipilot 82Professional — — — $0.30 $1.20 256K Tool Fn
86 GPT-5.5 Instant (May 2026)OpenAI 82Professional — — — $5.00 $30.00 —
87 OpenAI: GPT-5.1-Codex-Miniopenai 82Professional — — — $0.25 $2.00 400K Tool Fn
88 xAI: Grok 3 Minix-ai 82Professional — — — $0.30 $0.50 131K Tool Fn
89 Qwen: Qwen3 Coder Nextqwen 82Professional — — — $0.11 $0.80 262K Tool Fn
90 OpenAI: o4 Miniopenai 82Professional — — — $1.10 $4.40 200K Tool Fn
91 o1-previewOpenAI 82Professional — — — $16.50 $66.00 —
92 Nex AGI: DeepSeek V3.1 Nex N1nex-agi 82Professional — — — $0.14 $0.50 131K Tool Fn
93 Microsoft: Phi 4microsoft 82Professional — — — $0.07 $0.14 16K
94 xAI: Grok 4.20x-ai 82Professional — — — $1.25 $2.50 2M Tool Fn
95 MoonshotAI: Kimi K2 Thinkingmoonshotai 82Professional — — — $0.60 $2.50 262K Tool Fn
96 Google: Gemini 2.5 Pro Preview 06-05google 82Professional — — — $1.25 $10.00 1M Tool Fn
97 GPT-5.5 (low)OpenAI 82Professional — — — $5.00 $30.00 —
98 StepFun: Step 3.5 Flashstepfun 82Professional — — — $0.09 $0.30 262K Tool Fn
99 xAI: Grok Code Fast 1x-ai 82Professional — — — $0.20 $1.50 256K Tool Fn
100 OpenAI: GPT-4.1openai 82Professional — — — $2.00 $8.00 1M Tool Fn
101 Magistral Small 1Mistral 82Professional — — — $0.00 $0.00 —
102 DeepSeek: DeepSeek V3.2 Specialedeepseek 82Professional — — — $0.29 $0.43 164K
103 DeepSeek: DeepSeek V3deepseek 82Professional — — — $0.20 $0.80 131K Tool Fn
104 Z.ai: GLM 5.1z-ai 82Professional — — — $0.98 $3.08 203K Tool Fn
105 Qwen: Qwen3 VL 32B Instructqwen 82Professional — — — $0.10 $0.42 262K Tool Fn
106 Anthropic: Claude Opus 4anthropic 82Professional — — — $15.00 $75.00 200K Tool Fn
107 MoonshotAI: Kimi K2.5moonshotai 82Professional — — — $0.40 $1.90 262K Tool Fn
108 DeepSeek: DeepSeek V3.1deepseek 82Professional — — — $0.21 $0.79 164K Tool Fn
109 OpenAI: GPT-4.1 Miniopenai 82Professional — — — $0.40 $1.60 1M Tool Fn
110 Anthropic: Claude Opus 4.8 (Fast) Newanthropic Emerging — — — $10.00 $50.00 1M Tool Fn
111 Anthropic: Claude Opus 4.7 (Fast) Newanthropic Emerging — — — $30.00 $150.00 1M Tool Fn
112 Deep Cogito: Cogito v2.1 671Bdeepcogito 35Efficient — — — $1.25 $1.25 128K
113 OpenAI: GPT-5.2 Chatopenai Legacy — — — $1.75 $14.00 128K Tool Fn
114 OpenAI: GPT-5.2 Proopenai Legacy — — — $21.00 $168.00 400K Tool Fn
115 Qwen: Qwen3 Coder Flashqwen Legacy — — — $0.20 $0.98 1M Tool Fn
116 xAI: Grok 4.20 Betax-ai Emerging — — — $2.00 $6.00 2M Tool Fn
117 Qwen: Qwen3 Coder Plusqwen Legacy — — — $0.65 $3.25 1M Tool Fn
118 Qwen: Qwen3 Coder 480B A35Bqwen Legacy — — — $0.22 $1.80 1M Tool Fn
119 OpenAI: o4 Mini Highopenai Legacy — — — $1.10 $4.40 200K Tool Fn
120 Mistral: Codestral 2508mistralai Legacy — — — $0.30 $0.90 256K Tool Fn
121 Inception: Mercury Coderinception Legacy — — — $0.25 $0.75 128K Tool Fn
122 Relace: Relace Apply 3relace Legacy — — — $0.85 $1.25 256K
123 Qwen: Qwen3 Coder 480B A35B (exacto)qwen Legacy — — — $0.22 $1.80 262K Tool Fn
124 Arcee AI: Coder Largearcee-ai Legacy — — — $0.50 $0.80 33K
125 AlfredPros: CodeLLaMa 7B Instruct Solidityalfredpros Legacy — — — $0.80 $1.20 4K
126 Qwen: Qwen3 Coder 480B A35B (free)qwen Legacy — — — $0.00 $0.00 1M Tool Fn

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AI Model Price Calculator

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How We Score Models

Our scores (0-100) are editorially curated based on a combination of benchmark performance, real-world testing, pricing value, and community feedback. Highlighted "Top Pick" models are selected by our team as the best option in their category.

Benchmark Definitions

MMLU
Massive Multitask Language Understanding — measures knowledge across 57 academic subjects.
HumanEval
Code generation benchmark — tests ability to write correct Python functions from docstrings.
MATH
Mathematical problem solving across algebra, geometry, number theory, and more.
GSM8K
Grade-school math word problems requiring multi-step reasoning.
MT-Bench
Multi-turn conversation quality rated by GPT-4 as judge.
GPQA
Graduate-level science questions written by domain experts.
SWE-bench
Real-world software engineering tasks from GitHub issues.
IFEval
Instruction-following evaluation — how well the model adheres to specific formatting and constraint instructions.
BFCL
Berkeley Function Calling Leaderboard — measures tool/function calling accuracy.

Data Sources

  • OpenRouter API — Model catalogue, pricing, context windows, capabilities, and speed metrics. Updated daily.
  • Hugging Face Open LLM Leaderboard — Benchmark scores (MMLU, HumanEval, MATH, etc.). Matched to models by name.
  • Provider Logos — Curated from official sources and GitHub with automatic fallback.
  • Editorial Team — Manual scores, category assignments, and "Top Pick" selections.

Update Frequency

Model data is automatically synced daily via WordPress cron. New models are added automatically when they appear on OpenRouter. Pricing and capability changes are reflected within 24 hours.