--- title: "deepseek-prover-v2-671b - Model Details & Comparison" description: "deepseek-prover-v2-671b from Novita: capabilities, context limits, pricing, and side-by-side comparisons with alternative models." url: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/deepseek-prover-v2-671b" markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/deepseek-prover-v2-671b.md" --- # deepseek-prover-v2-671b - Model Details & Comparison > deepseek-prover-v2-671b from Novita: capabilities, context limits, pricing, and side-by-side comparisons with alternative models. ## Important Links - [View MCP Gateway](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources/mcp-gateway.md) - [Features](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/#features) - [Enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise) - [Pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md) - [Docs](https://docs.getbifrost.ai) - [GitHub](https://github.com/maximhq/bifrost) - [Book a Demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo) ## About deepseek-prover-v2-671b deepseek-prover-v2-671b is a chat model from Novita, one of 80 chat models they offer. It is priced at $0.70 per 1M input tokens and $2.50 per 1M output tokens, ranking 1515 out of 2669 chat models by cost and cheaper than 43% of models in this category. Its 160K-token context window is in the top 45% among chat models. ## Specifications - **Novita Provider.** - **Chat Mode.** - **160,000 Max Input Tokens.** - **160,000 Max Output Tokens.** - **160,000 Max Tokens.** - **$0.70 / 1M tokens Input Price.** - **$2.50 / 1M tokens Output Price.** ## Capabilities deepseek-prover-v2-671b supports: System Messages. ## deepseek-prover-v2-671b Pricing Overview At $0.70 per 1M input tokens and $2.50 per 1M output tokens, deepseek-prover-v2-671b ranks 1515 out of 2669 chat models by input cost. It is more expensive compared to the median of $0.50 for chat models, and is cheaper than 43% of models in this category. deepseek-prover-v2-671b is one of 80 Novita chat models, its 160K-token context window places it in the top 45% of chat models. ## Models to Compare Alternatives to deepseek-prover-v2-671b with comparable capabilities. | Model | Provider | Input $/1M | Output $/1M | | --- | --- | --- | --- | | us.writer.palmyra-x5-v1:0 | AWS Bedrock | $0.60 | $6.00 | | writer.palmyra-x5-v1:0 | AWS Bedrock | $0.60 | $6.00 | | amazon.nova-pro-v1:0 | AWS Bedrock | $0.80 | $3.20 | | anthropic.claude-3-5-haiku-20241022-v1:0 | AWS Bedrock | $0.80 | $4.00 | | anthropic.claude-instant-v1 | AWS Bedrock | $0.80 | $2.40 | - [Compare us.writer.palmyra-x5-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/us.writer.palmyra-x5-v1-0.md) - [Compare writer.palmyra-x5-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/writer.palmyra-x5-v1-0.md) - [Compare amazon.nova-pro-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/amazon.nova-pro-v1-0.md) - [Compare anthropic.claude-3-5-haiku-20241022-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-3-5-haiku-20241022-v1-0.md) - [Compare anthropic.claude-instant-v1](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-instant-v1.md) ## Related Resources - [Calculate deepseek-prover-v2-671b costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/novita/model/deepseek-prover-v2-671b.md) - [All Novita pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/novita.md) ## FAQ ### Is deepseek-prover-v2-671b cheaper than us.writer.palmyra-x5-v1:0? No. deepseek-prover-v2-671b costs $0.70 per 1M input tokens while us.writer.palmyra-x5-v1:0 costs $0.60 per 1M input tokens, making us.writer.palmyra-x5-v1:0 14% more affordable for input. However, deepseek-prover-v2-671b may offer different capabilities or performance characteristics that justify the price difference. ### How does deepseek-prover-v2-671b pricing compare to the average chat model? deepseek-prover-v2-671b input pricing is $0.70 per 1M tokens, which is 40% above the median of $0.50 for chat models. It ranks 1515 out of 2669 chat models by input cost, making it cheaper than 43% of models in this category. For output, it costs $2.50 per 1M tokens compared to the median of $1.44. ### What makes deepseek-prover-v2-671b different from other Novita models? Among Novita's 80 chat models, deepseek-prover-v2-671b ranks 73 by input cost. ### What are the best alternatives to deepseek-prover-v2-671b? The most comparable chat models to deepseek-prover-v2-671b are: us.writer.palmyra-x5-v1:0 from AWS Bedrock ($0.60/1M input tokens); writer.palmyra-x5-v1:0 from AWS Bedrock ($0.60/1M input tokens); amazon.nova-pro-v1:0 from AWS Bedrock ($0.80/1M input tokens); anthropic.claude-3-5-haiku-20241022-v1:0 from AWS Bedrock ($0.80/1M input tokens). These alternatives were selected based on similar capabilities, pricing, and provider diversity. You can compare any of these models in detail using the Bifrost Model Library. ### How do I calculate deepseek-prover-v2-671b costs? deepseek-prover-v2-671b is priced based on input and output tokens. Use the interactive calculator at the top of this page to estimate costs for your specific workload. Enter your expected input and output tokens volume and the calculator will show the total cost breakdown. For reference, processing 1M input tokens costs $0.70 and generating 1M output tokens costs $2.50. ## Related Resources - [Novita models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/novita.md) - [Model library](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library.md) - [LLM cost calculator](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator.md) - [Docs: Bifrost docs](https://docs.getbifrost.ai) - [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost) - [Pricing: Bifrost pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md) - [Enterprise: Bifrost enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise) - [Book a Demo: Bifrost demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo) - [Resources: Bifrost resources](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources.md) --- *This is a markdown version of [https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/deepseek-prover-v2-671b](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/deepseek-prover-v2-671b) for AI/LLM consumption.*