ByteDance Seed2.0 Code and DeepSeek V4 are current coding models with different serving options. DeepSeek provides direct Chat, Anthropic-compatible, and Responses routes. ByteDance serves Seed2.0 through Volcano Engine, while gateways such as Requesty expose the bseed-2.0-code route.
For setup, see run Doubao Seed Code with Claude Code and run DeepSeek V4 with Claude Code.
At a glance
Doubao Seed 2.0 Pro vs DeepSeek V4 (verify rates on each platform)
| Claude Code | DeepSeek direct; Seed2.0 through a compatible gateway or account-specific endpoint |
|---|---|
| Current IDs | deepseek-v4-flash/pro; bseed-2.0-code on Requesty |
| Multimodal family | DeepSeek has an experimental vision route; Seed2.0 is multimodal |
| Direct platform | DeepSeek API; Volcano Engine |
Setup options
DeepSeek publishes an Anthropic-compatible endpoint, so Claude Code can connect directly. For Seed2.0 Code, use the endpoint issued by Volcano Engine or a gateway that converts Anthropic Messages requests. The companion guide uses Requesty because its current catalog exposes bseed-2.0-code and its Messages API performs that conversion.
Pricing
DeepSeek’s August 24, 2026 price table lists V4 Flash at $0.0028 per million cached input tokens, $0.14 per million uncached input tokens, and $0.28 per million output tokens. V4 Pro is $0.003625, $0.435, and $0.87 for the same categories. Volcano Engine pricing depends on the deployed Seed2.0 endpoint and region. A gateway can use different pricing or discounts, so compare the route you will call. See DeepSeek V4 pricing explained.
Capability: both solid
DeepSeek V4 offers Flash and Pro models, plus an experimental Flash Vision route. ByteDance describes Seed2.0 Code as part of a multimodal, agent-focused family. Test both with the same repository and tool permissions because provider adapters can affect tool behavior.
Platform access
Account eligibility and region support differ between DeepSeek, Volcano Engine, and gateways. Check signup and data-region requirements before choosing a route.
Which one to choose
Which to choose
- Direct Anthropic-compatible endpoint needed: DeepSeek
- Existing Volcano Engine account: Seed2.0 Code
- Experimental direct vision route needed: DeepSeek Flash Vision
- Gateway routing preferred: compare both live model IDs
- Verify current rates on both platforms
Verify the setup
Run the same small coding task on both routes and compare the diff, tool calls, latency, and actual invoice. Provider access and workload fit matter more than a generic ranking.
For the wider field, see MiniMax vs DeepSeek vs GLM and cheapest AI coding API in 2026.