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

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 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.

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 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.

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 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.

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 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.

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.

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.

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 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 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.

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

Claude Fable 5 launched, a Mythos-class AI model
Artificial Inteligence

Claude Fable 5: What Anthropic’s New AI Model Means for Your Business

Anthropic has launched Claude Fable 5, its most capable AI model yet, alongside Claude Mythos 5 and availability on Amazon Bedrock. Here is the plain ...
The Best AI Models So Far in 2026 | Design for Online Gemini 3.1 Pro, Claude Sonnet 5, Fable 5 Grok 4.3 and more all dropped in 2026. We rank the best AI models, compare benchmarks and break down real costs.
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The Best AI Models so far in 2026

Claude Fable 5, Claude Sonnet 5, Nano Banana 2 Lite and Grok 4.3 all landed in Q2 2026. We re-rank the best AI models, update ...
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.
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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 ...

Compare top AI models across all use cases.

# Model Score Speed MMLU HumanEval Pricing Context Capabilities Badge
1 Anthropic: Claude Fable 5anthropic 91Frontier – – – $10.00 $50.00 1M Tool Fn Top Pick
2 Anthropic: Claude Opus 4.8anthropic 89Frontier – – – $5.00 $25.00 1M Tool Fn Top Pick
3 Z.ai: GLM 5.2 Updatedz-ai 84Professional – – – $0.23 $0.73 1M Tool Fn Best Value
4 xAI: Grok 4.5 Newx-ai 84Professional – – – $2.00 $6.00 500K Tool Fn Best for Coding
5 OpenAI: GPT-5.5openai 83Professional – – – $5.00 $30.00 1.1M Tool Fn Best for Coding
6 GPT-5.5 (high)OpenAI 82Professional – – – $5.00 $30.00 – Best for Agents
7 Nex AGI: Nex-N2-Pronex-agi 82Professional – – – $0.25 $1.00 262K Tool Fn Best for Agents
8 OpenAI: GPT-5.6 Sol Newopenai 82Professional – – – $5.00 $30.00 1.1M Tool Fn Top Pick
9 Google: Gemini 3.1 Pro Previewgoogle 85Frontier – – – $2.00 $12.00 1M Tool Fn
10 Anthropic: Claude Sonnet 5 Newanthropic 84Professional – – – $2.00 $10.00 1M Tool Fn
11 GPT-5.5 (low)OpenAI 82Professional – – – $5.00 $30.00 –
12 Anthropic: Claude Opus 4anthropic 82Professional – – – $15.00 $75.00 200K Tool Fn
13 OpenAI: GPT-5.2openai 82Professional – – – $1.75 $14.00 400K Tool Fn
14 Qwen2.5 72B Instructqwen 82Professional – – – $0.36 $0.40 131K Tool Fn
15 OpenAI: gpt-oss-20b (free)openai 82Professional – – – $0.00 $0.00 131K Tool Fn
16 Anthropic: Claude Sonnet 4anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
17 NVIDIA: Nemotron 3 Ultranvidia 82Professional – – – $0.60 $3.60 1M Tool Fn
18 Anthropic: Claude Opus 4.5anthropic 82Professional – – – $5.00 $25.00 200K Tool Fn
19 Meta: Llama 3.1 405B (base)meta-llama 82Professional – – – $4.00 $4.00 33K
20 OpenAI: gpt-oss-20bopenai 82Professional – – – $0.03 $0.13 131K Tool Fn
21 Google: Gemini 2.5 Pro Preview 05-06google 82Professional – – – $1.25 $10.00 1M Tool Fn
22 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google 82Professional – – – $2.00 $12.00 66K
23 OpenAI: GPT-4oopenai 82Professional – – – $2.50 $10.00 128K Tool Fn
24 Anthropic: Claude Opus 4.1anthropic 82Professional – – – $15.00 $75.00 200K Tool Fn
25 Muse SparkMeta 82Professional – – – $0.00 $0.00 –
26 OpenAI: o3openai 82Professional – – – $2.00 $8.00 200K Tool Fn
27 Google: Gemini 3 Pro Previewgoogle 82Professional – – – $2.00 $12.00 1M Tool Fn
28 OpenAI: GPT-5.4openai 82Professional – – – $2.50 $15.00 1.1M Tool Fn
29 xAI: Grok 4x-ai 82Professional – – – $3.00 $15.00 256K Tool Fn
30 Solar Pro 2 (Non-reasoning)Upstage 82Professional – – – $0.00 $0.00 –
31 OpenAI: o4 Miniopenai 82Professional – – – $1.10 $4.40 200K Tool Fn
32 OpenAI: GPT-5.1openai 82Professional – – – $1.25 $10.00 400K Tool Fn
33 xAI: Grok 4.20 Multi-Agent Betax-ai 82Professional – – – $2.00 $6.00 2M Tool
34 Baidu: ERNIE 4.5 300B A47Bbaidu 82Professional – – – $0.28 $1.10 131K
35 Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA 82Professional – – – $0.10 $0.40 –
36 Anthropic: Claude Sonnet 4.6anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
37 OpenAI: o1-proopenai 82Professional – – – $150.00 $600.00 200K
38 Anthropic: Claude Haiku 4.5anthropic 82Professional – – – $1.00 $5.00 200K Tool Fn
39 OpenAI: GPT-5.4 Nanoopenai 82Professional – – – $0.20 $1.25 400K Tool Fn
40 Google: Gemini 2.5 Flashgoogle 82Professional – – – $0.30 $2.50 1M Tool Fn
41 ERNIE 5.0 Thinking PreviewBaidu 82Professional – – – $0.00 $0.00 –
42 OpenAI: GPT-5.2-Codexopenai 82Professional – – – $1.75 $14.00 400K Tool Fn
43 Anthropic: Claude 3.7 Sonnet (thinking)anthropic 82Professional – – – $3.00 $15.00 200K Tool Fn
44 OpenAI: o3 Deep Researchopenai 82Professional – – – $10.00 $40.00 200K Tool Fn
45 OpenAI: GPT-5.4 Miniopenai 82Professional – – – $0.75 $4.50 400K Tool Fn
46 Google: Gemini 2.5 Progoogle 82Professional – – – $1.25 $10.00 1M Tool Fn
47 Qwen3.6 35B A3B (Non-reasoning)Alibaba 82Professional – – – $0.38 $2.25 –
48 MiniMax: MiniMax M2.1minimax 82Professional – – – $0.30 $1.20 205K Tool Fn
49 OpenAI: o3 Miniopenai 82Professional – – – $1.10 $4.40 200K Tool Fn
50 OpenAI: GPT-5.6 Terra Newopenai 82Professional – – – $2.50 $15.00 1.1M Tool Fn
51 OpenAI: o4 Mini Deep Researchopenai 82Professional – – – $2.00 $8.00 200K Tool Fn
52 OpenAI: o3 Proopenai 82Professional – – – $20.00 $80.00 200K Tool Fn
53 Qwen3.5 4B (Reasoning)Alibaba 82Professional – – – $0.03 $0.15 –
54 Google: Gemini 3 Flash Previewgoogle 82Professional – – – $0.50 $3.00 1M Tool Fn
55 OpenAI: o1openai 82Professional – – – $15.00 $60.00 200K Tool Fn
56 Anthropic: Claude Sonnet 4.5anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
57 Anthropic: Claude Opus 4.7anthropic 82Professional – – – $5.00 $25.00 1M Tool Fn
58 xAI: Grok 3 Minix-ai 82Professional – – – $0.30 $0.50 131K Tool Fn
59 Google: Gemini 3.5 Flashgoogle 82Professional – – – $1.50 $9.00 1M Tool Fn
60 xAI: Grok 4 Fastx-ai 82Professional – – – $0.20 $0.50 2M Tool Fn
61 GPT-5.5 (medium)OpenAI 82Professional – – – $5.00 $30.00 –
62 Google: Gemini 2.5 Pro Preview 06-05google 82Professional – – – $1.25 $10.00 1M Tool Fn
63 GPT-5.5 Instant (May 2026)OpenAI 82Professional – – – $5.00 $30.00 –
64 NVIDIA: Llama 3.1 Nemotron 70B Instructnvidia 82Professional – – – $1.20 $1.20 131K Tool Fn
65 OpenAI: GPT-5.2 Chatopenai Legacy – – – $1.75 $14.00 128K Tool Fn
66 Anthropic: Claude Opus 4.6 (Fast)anthropic Legacy – – – $30.00 $150.00 1M Tool Fn
67 OpenAI: GPT-5 Chatopenai Legacy – – – $1.25 $10.00 128K
68 Meta: Llama 3.3 70B Instructmeta-llama Legacy – – – $0.13 $0.40 131K Tool Fn
69 OpenAI: GPT-5.2 Proopenai Legacy – – – $21.00 $168.00 400K Tool Fn

Best models for code generation and debugging.

# Model Score Speed MMLU HumanEval Pricing Context Capabilities Badge
1 Anthropic: Claude Fable 5anthropic 91Frontier – – – $10.00 $50.00 1M Tool Fn Top Pick
2 Anthropic: Claude Opus 4.8anthropic 89Frontier – – – $5.00 $25.00 1M Tool Fn Top Pick
3 Z.ai: GLM 5.2 Updatedz-ai 84Professional – – – $0.23 $0.73 1M Tool Fn Best Value
4 xAI: Grok 4.5 Newx-ai 84Professional – – – $2.00 $6.00 500K Tool Fn Best for Coding
5 OpenAI: GPT-5.5openai 83Professional – – – $5.00 $30.00 1.1M Tool Fn Best for Coding
6 GPT-5.5 (high)OpenAI 82Professional – – – $5.00 $30.00 – Best for Agents
7 Nex AGI: Nex-N2-Pronex-agi 82Professional – – – $0.25 $1.00 262K Tool Fn Best for Agents
8 DeepSeek: DeepSeek V4 Flashdeepseek 82Professional – – – $0.10 $0.20 1M Tool Fn Best Value
9 OpenAI: GPT-5.6 Sol Newopenai 82Professional – – – $5.00 $30.00 1.1M Tool Fn Top Pick
10 Google: Gemini 3.1 Pro Previewgoogle 85Frontier – – – $2.00 $12.00 1M Tool Fn
11 Anthropic: Claude Sonnet 5 Newanthropic 84Professional – – – $2.00 $10.00 1M Tool Fn
12 Anthropic: Claude Opus 4.5anthropic 82Professional – – – $5.00 $25.00 200K Tool Fn
13 Qwen: Qwen3 Coder 30B A3B Instructqwen 82Professional – – – $0.07 $0.27 160K Tool Fn
14 OpenAI: o3 Mini Highopenai 82Professional – – – $1.10 $4.40 200K Tool Fn
15 inclusionAI: Ring-2.6-1Tinclusionai 82Professional – – – $0.08 $0.63 262K Tool Fn
16 Anthropic: Claude Haiku 4.5anthropic 82Professional – – – $1.00 $5.00 200K Tool Fn
17 Google: Gemini 2.5 Progoogle 82Professional – – – $1.25 $10.00 1M Tool Fn
18 Qwen: Qwen3.6 27Bqwen 82Professional – – – $0.45 $2.70 262K Tool Fn
19 OpenAI: GPT-5.2-Codexopenai 82Professional – – – $1.75 $14.00 400K Tool Fn
20 NVIDIA: Nemotron Nano 9B V2nvidia 82Professional – – – $0.04 $0.16 131K Tool Fn
21 Qwen: Qwen3 32Bqwen 82Professional – – – $0.08 $0.28 131K Tool Fn
22 Anthropic: Claude Opus 4.7anthropic 82Professional – – – $5.00 $25.00 1M Tool Fn
23 Solar Pro 2 (Preview) (Reasoning)Upstage 82Professional – – – $0.00 $0.00 –
24 AllenAI: Olmo 3 32B Thinkallenai 82Professional – – – $0.15 $0.50 66K
25 Z.ai: GLM 4.5z-ai 82Professional – – – $0.60 $2.20 131K Tool Fn
26 OpenAI: o3 Miniopenai 82Professional – – – $1.10 $4.40 200K Tool Fn
27 Muse SparkMeta 82Professional – – – $0.00 $0.00 –
28 Google: Gemini 3.5 Flashgoogle 82Professional – – – $1.50 $9.00 1M Tool Fn
29 Z.ai: GLM 4.6z-ai 82Professional – – – $0.50 $2.00 203K Tool Fn
30 xAI: Grok 3 Minix-ai 82Professional – – – $0.30 $0.50 131K Tool Fn
31 OpenAI: GPT-5.4 Nanoopenai 82Professional – – – $0.20 $1.25 400K Tool Fn
32 Qwen: Qwen3.6 Max Previewqwen 82Professional – – – $1.04 $6.24 262K Tool Fn
33 Z.ai: GLM 4.7z-ai 82Professional – – – $0.40 $1.75 203K Tool Fn
34 MoonshotAI: Kimi K2 0905moonshotai 82Professional – – – $0.60 $2.50 262K Tool Fn
35 OpenAI: o3openai 82Professional – – – $2.00 $8.00 200K Tool Fn
36 MoonshotAI: Kimi K2.6moonshotai 82Professional – – – $0.68 $3.42 262K Tool Fn
37 Qwen2.5 MaxAlibaba 82Professional – – – $1.60 $6.40 –
38 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google 82Professional – – – $2.00 $12.00 66K
39 Z.ai: GLM 4.5 Airz-ai 82Professional – – – $0.13 $0.85 131K Tool Fn
40 DeepSeek: R1deepseek 82Professional – – – $0.70 $2.50 164K Tool Fn
41 Devstral Small 2Mistral 82Professional – – – $0.00 $0.00 –
42 Qwen: Qwen3.7 Maxqwen 82Professional – – – $1.48 $4.43 1M Tool Fn
43 Anthropic: Claude Sonnet 4.5anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
44 xAI: Grok 3x-ai 82Professional – – – $3.00 $15.00 131K Tool Fn
45 OpenAI: GPT-5.4 Miniopenai 82Professional – – – $0.75 $4.50 400K Tool Fn
46 o1-previewOpenAI 82Professional – – – $16.50 $66.00 –
47 Xiaomi: MiMo-V2-Flashxiaomi 82Professional – – – $0.10 $0.30 262K Tool Fn
48 xAI: Grok Code Fast 1x-ai 82Professional – – – $0.20 $1.50 256K Tool Fn
49 OpenAI: o4 Miniopenai 82Professional – – – $1.10 $4.40 200K Tool Fn
50 Xiaomi: MiMo-V2.5-Proxiaomi 82Professional – – – $0.44 $0.87 1M Tool Fn
51 Qwen3 Coder 480B A35B InstructAlibaba 82Professional – – – $1.50 $7.50 –
52 Google: Gemini 3 Pro Previewgoogle 82Professional – – – $2.00 $12.00 1M Tool Fn
53 DeepSeek: DeepSeek V3deepseek 82Professional – – – $0.20 $0.80 131K Tool Fn
54 Llama Nemotron Super 49B v1.5 (Reasoning)NVIDIA 82Professional – – – $0.10 $0.40 –
55 Google: Gemini 2.5 Pro Preview 06-05google 82Professional – – – $1.25 $10.00 1M Tool Fn
56 MiniMax: MiniMax M2.7minimax 82Professional – – – $0.25 $1.00 205K Tool Fn
57 o1-miniOpenAI 82Professional – – – $0.00 $0.00 –
58 OpenAI: GPT-5openai 82Professional – – – $1.25 $10.00 400K Tool Fn
59 Qwen: Qwen2.5 Coder 7B Instructqwen 82Professional – – – $0.03 $0.09 33K
60 Xiaomi: MiMo-V2.5xiaomi 82Professional – – – $0.14 $0.28 1M Tool Fn
61 Qwen3 4B 2507 (Reasoning)Alibaba 82Professional – – – $0.00 $0.00 –
62 OpenAI: o1openai 82Professional – – – $15.00 $60.00 200K Tool Fn
63 Hermes 4 – Llama-3.1 405B (Non-reasoning)Nous Research 82Professional – – – $1.00 $3.00 –
64 StepFun: Step 3.7 Flashstepfun 82Professional – – – $0.20 $1.15 256K Tool Fn
65 OpenAI: GPT-5.3-Codexopenai 82Professional – – – $1.75 $14.00 400K Tool Fn
66 DeepSeek: R1 0528deepseek 82Professional – – – $0.50 $2.15 164K Tool Fn
67 NVIDIA: Nemotron 3 Super Updatednvidia 82Professional – – – $0.09 $0.40 1M Tool Fn
68 Magistral Small 1Mistral 82Professional – – – $0.00 $0.00 –
69 Grok Build 0.1 0616 NewxAI 82Professional – – – $1.00 $2.00 –
70 OpenAI: gpt-oss-120bopenai 82Professional – – – $0.04 $0.17 131K Tool Fn
71 OpenAI: GPT-4.1 Miniopenai 82Professional – – – $0.40 $1.60 1M Tool Fn
72 DeepSeek: DeepSeek V4 Prodeepseek 82Professional – – – $0.44 $0.87 1M Tool Fn
73 Qwen3 4B (Reasoning)Alibaba 82Professional – – – $0.11 $1.26 –
74 OpenAI: GPT-5.1openai 82Professional – – – $1.25 $10.00 400K Tool Fn
75 Qwen2.5 Coder 32B Instructqwen 82Professional – – – $0.66 $1.00 128K
76 Hermes 4 – Llama-3.1 70B (Non-reasoning)Nous Research 82Professional – – – $0.13 $0.40 –
77 MiniMax: MiniMax M3minimax 82Professional – – – $0.30 $1.20 1M Tool Fn
78 OpenAI: GPT-5 Codexopenai 82Professional – – – $1.25 $10.00 400K Tool Fn
79 Anthropic: Claude Opus 4anthropic 82Professional – – – $15.00 $75.00 200K Tool Fn
80 Xiaomi: MiMo-V2-Proxiaomi 82Professional – – – $1.00 $3.00 1M Tool Fn
81 Magistral Medium 1Mistral 82Professional – – – $0.00 $0.00 –
82 OpenAI: GPT-5.2openai 82Professional – – – $1.75 $14.00 400K Tool Fn
83 Qwen3 4B 2507 InstructAlibaba 82Professional – – – $0.00 $0.00 –
84 OpenAI: GPT-5.1-Codexopenai 82Professional – – – $1.25 $10.00 400K Tool Fn
85 Qwen: Qwen3 235B A22B Instruct 2507qwen 82Professional – – – $0.09 $0.55 262K Tool Fn
86 Anthropic: Claude 3.5 Sonnetanthropic 82Professional – – – $6.00 $30.00 200K Tool Fn
87 Hermes 4 – Llama-3.1 405B (Reasoning)Nous Research 82Professional – – – $1.00 $3.00 –
88 Qwen: Qwen3.7 Plusqwen 82Professional – – – $0.32 $1.28 1M Tool Fn
89 Anthropic: Claude Sonnet 4.6anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
90 DeepSeek: DeepSeek V3.1 Terminusdeepseek 82Professional – – – $0.27 $1.00 131K Tool Fn
91 Anthropic: Claude Sonnet 4anthropic 82Professional – – – $3.00 $15.00 1M Tool Fn
92 NVIDIA: Llama 3.1 Nemotron Ultra 253B v1nvidia 82Professional – – – $0.60 $1.80 131K
93 DeepSeek R1 Distill Qwen 14BDeepSeek 82Professional – – – $0.00 $0.00 –
94 Mistral: Devstral 2 2512mistralai 82Professional – – – $0.40 $2.00 262K Tool Fn
95 OpenAI: gpt-oss-20b (free)openai 82Professional – – – $0.00 $0.00 131K Tool Fn
96 DeepSeek: DeepSeek V3 0324deepseek 82Professional – – – $0.27 $1.12 164K Tool Fn
97 GPT-5.5 (Non-reasoning)OpenAI 82Professional – – – $5.00 $30.00 –
98 Qwen3.6 27B (Non-reasoning)Alibaba 82Professional – – – $0.60 $3.60 –
99 OpenAI: GPT-5.1-Codex-Miniopenai 82Professional – – – $0.25 $2.00 400K Tool Fn
100 Mistral: Devstral Mediummistralai 82Professional – – – $0.40 $2.00 131K Tool Fn
101 NVIDIA: Llama 3.1 Nemotron 70B Instructnvidia 82Professional – – – $1.20 $1.20 131K Tool Fn
102 Hermes 4 – Llama-3.1 70B (Reasoning)Nous Research 82Professional – – – $0.13 $0.40 –
103 NVIDIA: Nemotron 3 Ultranvidia 82Professional – – – $0.60 $3.60 1M Tool Fn
104 Qwen: Qwen3.5 397B A17Bqwen 82Professional – – – $0.39 $2.34 262K Tool Fn
105 xAI: Grok 4 Fastx-ai 82Professional – – – $0.20 $0.50 2M Tool Fn
106 Google: Gemini 2.5 Pro Preview 05-06google 82Professional – – – $1.25 $10.00 1M Tool Fn
107 Kwaipilot: KAT-Coder-Pro V2kwaipilot 82Professional – – – $0.30 $1.20 256K Tool Fn
108 DeepSeek-Coder-V2DeepSeek 82Professional – – – $0.00 $0.00 –
109 DeepSeek: DeepSeek V3.2 Specialedeepseek 82Professional – – – $0.29 $0.43 164K
110 OpenAI: gpt-oss-20bopenai 82Professional – – – $0.03 $0.13 131K Tool Fn
111 Qwen: QwQ 32Bqwen 82Professional – – – $0.15 $0.58 131K Tool Fn
112 GPT-5.5 (medium)OpenAI 82Professional – – – $5.00 $30.00 –
113 Kwaipilot: KAT-Coder-Pro V1kwaipilot 82Professional – – – $0.21 $0.83 256K Tool Fn
114 Mistral: Devstral Small 1.1mistralai 82Professional – – – $0.10 $0.30 131K Tool Fn
115 Qwen2.5 72B Instructqwen 82Professional – – – $0.36 $0.40 131K Tool Fn
116 ERNIE 5.0 Thinking PreviewBaidu 82Professional – – – $0.00 $0.00 –
117 Anthropic: Claude Opus 4.6anthropic 82Professional – – – $5.00 $25.00 1M Tool Fn
118 Google: Gemma 4 31B Updatedgoogle 82Professional – – – $0.12 $0.37 262K Tool Fn
119 DeepSeek R1 Distill Llama 8BDeepSeek 82Professional – – – $0.00 $0.00 –
120 OpenAI: GPT-5.6 Luna Newopenai 82Professional – – – $1.00 $6.00 1.1M Tool Fn
121 DeepSeek: DeepSeek V3.2deepseek 82Professional – – – $0.27 $0.40 164K Tool Fn
122 Anthropic: Claude Opus 4.1anthropic 82Professional – – – $15.00 $75.00 200K Tool Fn
123 Anthropic: Claude 3.7 Sonnetanthropic 82Professional – – – $3.00 $15.00 200K Tool Fn
124 GPT-5.5 (low)OpenAI 82Professional – – – $5.00 $30.00 –
125 MoonshotAI: Kimi K2 Thinkingmoonshotai 82Professional – – – $0.60 $2.50 262K Tool Fn
126 xAI: Grok 4x-ai 82Professional – – – $3.00 $15.00 256K Tool Fn
127 Qwen: Qwen3.5-122B-A10Bqwen 82Professional – – – $0.26 $2.08 262K Tool Fn
128 Qwen3.6 35B A3B (Non-reasoning)Alibaba 82Professional – – – $0.38 $2.25 –
129 Cohere: North Mini Code (free)cohere 82Professional – – – $0.00 $0.00 256K Tool Fn
130 Qwen: Qwen3 Coder Nextqwen 82Professional – – – $0.11 $0.80 262K Tool Fn
131 Qwen: Qwen3 Next 80B A3B Thinkingqwen 82Professional – – – $0.10 $0.78 262K Tool Fn
132 Z.ai: GLM 5.1z-ai 82Professional – – – $0.97 $3.04 203K Tool Fn
133 DeepSeek Coder V2 Lite InstructDeepSeek 82Professional – – – $0.00 $0.00 –
134 OpenAI: GPT-5.6 Terra Newopenai 82Professional – – – $2.50 $15.00 1.1M Tool Fn
135 Prime Intellect: INTELLECT-3prime-intellect 82Professional – – – $0.20 $1.10 131K Tool Fn
136 Anthropic: Claude 3.7 Sonnet (thinking)anthropic 82Professional – – – $3.00 $15.00 200K Tool Fn
137 Mistral: Mistral Medium 3.5mistralai 82Professional – – – $1.50 $7.50 262K Tool Fn
138 MiniMax: MiniMax M2minimax 82Professional – – – $0.30 $1.20 205K Tool Fn
139 TNG: DeepSeek R1T2 Chimeratngtech 82Professional – – – $0.30 $1.10 164K Tool Fn
140 OpenAI: GPT-5.4openai 82Professional – – – $2.50 $15.00 1.1M Tool Fn
141 Qwen: Qwen3.6 35B A3Bqwen 82Professional – – – $0.14 $1.00 262K Tool Fn
142 MoonshotAI: Kimi K2.7 Codemoonshotai 82Professional – – – $0.85 $3.80 262K Tool Fn
143 MoonshotAI: Kimi K2.5moonshotai 82Professional – – – $0.57 $2.85 262K Tool Fn
144 Qwen: Qwen3 Next 80B A3B Instructqwen 82Professional – – – $0.10 $1.10 262K Tool Fn
145 Qwen: Qwen3 14B Updatedqwen 82Professional – – – $0.12 $0.24 132K Tool Fn
146 Qwen: Qwen3.6 Plusqwen 82Professional – – – $0.33 $1.95 1M Tool Fn
147 Grok 4.20 0309 (Reasoning)xAI 82Professional – – – $2.00 $6.00 –
148 Deep Cogito: Cogito v2.1 671Bdeepcogito Efficient – – – $1.25 $1.25 128K
149 OpenAI: gpt-oss-120b (exacto)openai Legacy – – – $0.04 $0.19 131K Tool Fn
150 Qwen: Qwen3 Coder 480B A35Bqwen Legacy – – – $0.30 $1.00 1M Tool Fn
151 Qwen: Qwen3 Coder Flashqwen Legacy – – – $0.20 $0.98 1M Tool Fn
152 OpenAI: GPT-5.2 Chatopenai Legacy – – – $1.75 $14.00 128K Tool Fn
153 Qwen: Qwen3 Coder Plusqwen Legacy – – – $0.65 $3.25 1M Tool Fn
154 Mistral: Codestral 2508mistralai Legacy – – – $0.30 $0.90 256K Tool Fn
155 xAI: Grok 4.20 Betax-ai Legacy – – – $2.00 $6.00 2M Tool Fn
156 Poolside: Laguna XS.2poolside Emerging – – – $0.10 $0.20 262K Tool Fn
157 Poolside: Laguna M.1poolside Emerging – – – $0.20 $0.40 262K Tool Fn
158 Qwen: Qwen3 Coder 480B A35B (exacto)qwen Legacy – – – $0.22 $1.80 262K Tool Fn
159 Inception: Mercury Coderinception Legacy – – – $0.25 $0.75 128K Tool Fn
160 OpenAI: GPT-5.2 Proopenai Legacy – – – $21.00 $168.00 400K Tool Fn
161 Relace: Relace Apply 3relace Legacy – – – $0.85 $1.25 256K
162 Arcee AI: Coder Largearcee-ai Legacy – – – $0.50 $0.80 33K
163 AlfredPros: CodeLLaMa 7B Instruct Solidityalfredpros Legacy – – – $0.80 $1.20 4K
164 Qwen: Qwen3 Coder 480B A35B (free)qwen Legacy – – – $0.00 $0.00 1M Tool Fn
165 Poolside: Laguna XS 2.1 (free) Newpoolside Emerging – – – $0.00 $0.00 262K Tool Fn
166 Poolside: Laguna XS.2 (free)poolside Emerging – – – $0.00 $0.00 262K Tool Fn
167 Poolside: Laguna M.1 (free)poolside Emerging – – – $0.00 $0.00 262K Tool Fn

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AI Model Price Calculator

Pick a workload preset or enter your own token volume, and instantly see price, quality and value side by side for every major model.

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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.
  • Internal Testing & Editorial Team: Hands-on results from deploying these models in real agents, chatbots and automations: 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.