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AI & ML
Amazon Bedrock vs Surfer SEO: Pricing Comparison 2026
Side-by-side pricing comparison of Amazon Bedrock and Surfer SEO. See all plans, features, and costs at a glance.
Bottom line: Amazon Bedrock starts at $0.00075/mo and Surfer SEO starts at Custom pricing. Compare all 132 pricing tiers side by side.
Last updated: July 6, 2026
Data compiled by Arthur Jacquemin
Updated July 6, 2026
Best Value
Amazon Bedrock - Amazon Bedrock offers a free plan, offers 128 tiers vs 4.
Amazon Bedrock vs Surfer SEO: Quick Pricing Facts
| Feature | Amazon Bedrock | Surfer SEO |
|---|---|---|
| Starting Price | $0.00075/mo | Custom pricing |
| Number of Plans | 128 | 4 |
| Free Tier | Yes | No |
| Pricing Model | usage-based | per-seat |
| Annual Discount | N/A | N/A |
Amazon Bedrock and Surfer SEO are both priced at $0.00075/mo, making them equally accessible AI & ML tools. Together they offer 132 pricing plans with 0 features compared, so the best choice comes down to which features match your needs.
Amazon Bedrock stands out with a free plan for getting started. Amazon Bedrock uses usage-based pricing while Surfer SEO uses per-seat pricing, which may affect your total cost at scale.
Review the detailed tier-by-tier comparison above to see exactly which features are included at each price point and find the best fit for your AI & ML needs.
| Pricing Plans |  Amazon Bedrock Try free |  Surfer SEO Try freeAffiliate |
|---|---|---|
| Tier 1 | Jamba 1.5 Large $2/monthCheapest | Discovery Custom pricing |
| Tier 2 | Jamba 1.5 Mini $0/monthCheapest | Standard Custom pricing |
| Tier 3 | Jurassic-2 Mid $13/monthCheapest | Pro Custom pricing |
| Tier 4 | Jurassic-2 Ultra $19/monthCheapest | Peace of Mind Custom pricing |
| Tier 5 | Jamba-Instruct $1/monthCheapest | - |
| Tier 6 | Model $1/monthCheapest | - |
| Tier 7 | Claude Opus 4.8 $6/monthCheapest | - |
| Tier 8 | Provider Custom pricing | - |
| Tier 9 | Anthropic $4/monthCheapest | - |
| Tier 10 | Cohere models $1000/monthCheapest | - |
| Tier 11 | Rerank 3.5 $2/monthCheapest | - |
| Tier 12 | **You are charged for number of queries where a query can contain up to 100 document chunks. If the query contains more than 100 document chunks, it is counted as multiple queries. For example, if a request contains 350 documents, it will be treated as 4 queries. Please note that each document can only contain upto 500 tokens (inclusive of the query and document’s total tokens), and if the token length is higher than 512 tokens, it is broken down into multiple documents. Custom pricing | - |
| Tier 13 | Cohere Command $50/monthCheapest | - |
| Tier 14 | Cohere Command - Light $9/monthCheapest | - |
| Tier 15 | Embed 3 English $7/monthCheapest | - |
| Tier 16 | Embed 3 Multilingual $7/monthCheapest | - |
| Tier 17 | DeepSeek models $1/monthCheapest | - |
| Tier 18 | DeepSeek v3.2 $1/monthCheapest | - |
| Tier 19 | DeepSeek v3.1 $1/monthCheapest | - |
| Tier 20 | Google models $1/monthCheapest | - |
| Tier 21 | Gemma 4 31B $0/monthCheapest | - |
| Tier 22 | Gemma 4 26B A4B $0/monthCheapest | - |
| Tier 23 | Gemma 4 E2B $0/monthCheapest | - |
| Tier 24 | Gemma 3 4B $0/monthCheapest | - |
| Tier 25 | Gemma 3 12B $0/monthCheapest | - |
| Tier 26 | Gemma 3 27B $0/monthCheapest | - |
| Tier 27 | Meta models $1/monthCheapest | - |
| Tier 28 | Llama 2 Chat (13B) $1/monthCheapest | - |
| Tier 29 | Llama 2 Chat (70B) $2/monthCheapest | - |
| Tier 30 | Llama 2 Pretrained (13B) $1/monthCheapest | - |
| Tier 31 | Llama 2 Pretrained (70B) $8/monthCheapest | - |
| Tier 32 | Llama 2 Pretrained and Chat (13B) $21/monthCheapest | - |
| Tier 33 | Llama 2 Pretrained (70B) $21/monthCheapest | - |
| Tier 34 | Minimax models $1/monthCheapest | - |
| Tier 35 | Minimax M2 $0/monthCheapest | - |
| Tier 36 | Minimax M2.1 $0/monthCheapest | - |
| Tier 37 | MiniMax M2.5 $0/monthCheapest | - |
| Tier 38 | Minimax M2.5 $0/monthCheapest | - |
| Tier 39 | Mistral models $1/monthCheapest | - |
| Tier 40 | Devstral 2 123B $0/monthCheapest | - |
| Tier 41 | Magistral Small 1.2 $1/monthCheapest | - |
| Tier 42 | Voxtral Mini 1.0 $0/monthCheapest | - |
| Tier 43 | Voxtral Small 1.0 $0/monthCheapest | - |
| Tier 44 | Ministral 3B 3.0 $0/monthCheapest | - |
| Tier 45 | Ministral 8B 3.0 $0/monthCheapest | - |
| Tier 46 | Ministral 14B 3.0 $0/monthCheapest | - |
| Tier 47 | Mistral Large 3 $1/monthCheapest | - |
| Tier 48 | Kimi models $1/monthCheapest | - |
| Tier 49 | Kimi K2 Thinking $1/monthCheapest | - |
| Tier 50 | Kimi K2.5 $1/monthCheapest | - |
| Tier 51 | NVIDIA models $1/monthCheapest | - |
| Tier 52 | NVIDIA Nemotron Nano 2 $0/monthCheapest | - |
| Tier 53 | NVIDIA Nemotron Nano 2 VL $0/monthCheapest | - |
| Tier 54 | NVIDIA Nemotron 3 Nano 30B A3B $0/monthCheapest | - |
| Tier 55 | NVIDIA Nemotron 3 Super 120B A12B $0/monthCheapest | - |
| Tier 56 | NVIDIA models $1/monthCheapest | - |
| Tier 57 | OpenAI models $1/monthCheapest | - |
| Tier 58 | GPT-5.5 $6/monthCheapest | - |
| Tier 59 | GPT-5.4 $3/monthCheapest | - |
| Tier 60 | gpt-oss-20b $0/monthCheapest | - |
| Tier 61 | gpt-oss-120b $0/monthCheapest | - |
| Tier 62 | GPT OSS Safeguard 20B $0/monthCheapest | - |
| Tier 63 | GPT OSS Safeguard 120B $0/monthCheapest | - |
| Tier 64 | Qwen models $1/monthCheapest | - |
| Tier 65 | Qwen3 Coder 30B A3B $0/monthCheapest | - |
| Tier 66 | Qwen3 32B $0/monthCheapest | - |
| Tier 67 | Qwen3 235B A22B 2507 $0/monthCheapest | - |
| Tier 68 | Qwen3 Next 80B A3B $0/monthCheapest | - |
| Tier 69 | Qwen3 VL 235B A22B $1/monthCheapest | - |
| Tier 70 | Qwen3 Coder Next $1/monthCheapest | - |
| Tier 71 | Stability AI Image Services Custom pricing | - |
| Tier 72 | Stable Image Remove Background $0/monthCheapest | - |
| Tier 73 | Stable Image Erase Object $0/monthCheapest | - |
| Tier 74 | Stable Image Control Structure $0/monthCheapest | - |
| Tier 75 | Stable Image Control Sketch $0/monthCheapest | - |
| Tier 76 | Stable Image Style Guide $0/monthCheapest | - |
| Tier 77 | Stable Image Search and Replace $0/monthCheapest | - |
| Tier 78 | Stable Image Inpaint $0/monthCheapest | - |
| Tier 79 | Stable Image Search and Recolor $0/monthCheapest | - |
| Tier 80 | Stable Image Style Transfer $0/monthCheapest | - |
| Tier 81 | Stable Image Conservative Upscale $0/monthCheapest | - |
| Tier 82 | Stable Image Creative upscale $1/monthCheapest | - |
| Tier 83 | Stable Image Fast Upscale $0/monthCheapest | - |
| Tier 84 | Stable Image Outpaint $0/monthCheapest | - |
| Tier 85 | Writer models $1/monthCheapest | - |
| Tier 86 | Palmyra X4 $3/monthCheapest | - |
| Tier 87 | Palmyra X5 $1/monthCheapest | - |
| Tier 88 | Palmyra Vision 7B $0/monthCheapest | - |
| Tier 89 | xAI models $1/monthCheapest | - |
| Tier 90 | Grok 4.3 $1/monthCheapest | - |
| Tier 91 | Z AI models $1/monthCheapest | - |
| Tier 92 | GLM 5 $1/monthCheapest | - |
| Tier 93 | GLM 4.7 $1/monthCheapest | - |
| Tier 94 | GLM 4.7 Flash $0/monthCheapest | - |
| Tier 95 | Custom Model Unit version $1/monthCheapest | - |
| Tier 96 | Price per Custom Model Unit per min* $0/monthCheapest | - |
| Tier 97 | Monthly storage cost per Custom Model Unit $2/monthCheapest | - |
| Tier 98 | Feature Custom pricing | - |
| Tier 99 | Index Storage $3/monthCheapest | - |
| Tier 100 | Multimodal Document Parsing (managed parser) Custom pricing | - |
| Tier 101 | Embeddings Generation (managed model) Custom pricing | - |
| Tier 102 | Standard Retrieval (Retrieve API) Custom pricing | - |
| Tier 103 | Re-ranking (managed reranker)* Custom pricing | - |
| Tier 104 | Agentic Retrieval — Managed LLM planning** Custom pricing | - |
| Tier 105 | Bedrock Guardrails safeguard/filter* Custom pricing | - |
| Tier 106 | Content filters for both standard tier and classic tier (text content) $0/monthCheapest | - |
| Tier 107 | Content filters (image content) $0/monthCheapest | - |
| Tier 108 | Denied topics for both standard tier and classic tier $0/monthCheapest | - |
| Tier 109 | Sensitive information filters $0/monthCheapest | - |
| Tier 110 | Sensitive information filters (regular expression) $0/monthCheapest | - |
| Tier 111 | Word filters $0/monthCheapest | - |
| Tier 112 | Contextual grounding checks** $0/monthCheapest | - |
| Tier 113 | Automated Reasoning checks $0/monthCheapest | - |
| Tier 114 | Content filters (text content only) $0/monthCheapest | - |
| Tier 115 | Prompt attack (text content only) *** $0/monthCheapest | - |
| Tier 116 | Model selected for evaluation Custom pricing | - |
| Tier 117 | Price Point Custom pricing | - |
| Tier 118 | Intelligent Prompt Routing Custom pricing | - |
| Tier 119 | Line Item Custom pricing | - |
| Tier 120 | Standard Retrieval $100000/monthCheapest | - |
| Tier 121 | Re-ranking (managed reranker) Custom pricing | - |
| Tier 122 | Monthly Total Custom pricing | - |
| Tier 123 | Agentic Retrieve API calls $100000/monthCheapest | - |
| Tier 124 | Underlying Retrieve API calls $100000/monthCheapest | - |
| Tier 125 | Claude Instant Inference $5000/monthCheapest | - |
| Tier 126 | Claude 2.1 Inference $5000/monthCheapest | - |
| Tier 127 | Human Tasks Custom pricing | - |
| Tier 128 | Total Custom pricing | - |
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Surfer SEO
AI-powered SEO content optimization platform for writing, auditing, and scaling search-optimized content
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Frequently Asked Questions: Amazon Bedrock vs Surfer SEO
How many pricing plans does Amazon Bedrock have vs Surfer SEO?
Amazon Bedrock offers 128 pricing plans, while Surfer SEO offers 4 plans. More plans typically means more flexibility to match your exact needs and budget.
Does Amazon Bedrock or Surfer SEO offer a free plan?
Amazon Bedrock offers a free plan, while Surfer SEO does not. If budget is a concern, Amazon Bedrock lets you get started at no cost.
Does Amazon Bedrock or Surfer SEO offer custom enterprise pricing?
Yes, both Amazon Bedrock and Surfer SEO offer custom enterprise pricing tiers with quote-based pricing. Contact each vendor for a tailored quote.
What pricing models do Amazon Bedrock and Surfer SEO use?
Amazon Bedrock uses a usage-based pricing model, while Surfer SEO uses per-seat pricing. The right model depends on your team size and usage patterns.
How do Amazon Bedrock and Surfer SEO compare for AI & ML?
Both Amazon Bedrock and Surfer SEO are AI & ML tools. Amazon Bedrock offers 128 plans starting at $0.00075/mo, while Surfer SEO offers 4 plans starting at Custom pricing. Review the feature breakdowns above to see which better fits your AI & ML needs.
AI Recommendations
Sources
- Amazon Bedrock Official Pricing- Vendor pricing page
- Surfer SEO Official Pricing- Vendor pricing page
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