Dimension scores are derived from public data and fields; weighted into the composite. Reference only.
CodeingForce is an AI model API platform for developers and teams. Its core positioning is to connect GPT and Claude through a single gateway. It provides OpenAI-compatible Chat Completions / Responses and also supports Anthropic Messages. Users can migrate existing SDKs, IDE plugins, CLI tools, or server-side scripts by replacing the Base URL and API Key.
The platform emphasizes unified multi-model management, unified authentication, and optimization for coding scenarios. According to the documentation, the OpenAI-compatible base URL is https://codeingforce.com/v1, the Anthropic Messages base URL is https://codeingforce.com, and tokens use the sk-... format. It supports endpoints such as /v1/models, /v1/chat/completions, and /v1/messages. This has practical value for development teams that need to use both GPT and Claude while reducing duplicated configuration across the team.
CodeingForce uses usage-based billing, priced by input, output, cache reads, and Claude cache writes. It displays prices in both RMB and USD, along with multipliers and the claimed discount compared with official pricing. The OpenAI-compatible model page lists gpt-5.4, gpt-5.4-Mini, and gpt-5.5; Claude models are grouped into categories such as haiku, sonnet, and opus. The crawled content did not show any free quota, trial credit, or payment method information.
Its strengths are good API compatibility and a low migration barrier. The pricing table is relatively transparent, which helps with reconciliation. The product is clearly designed around IDE, CLI, script, and server-side integrations. The limitations are also obvious: the pages do not disclose the operating entity, service SLA, server locations, privacy policy, log retention policy, or compliance certifications. The mapping between its model names and official model names also needs to be verified by users. Output quality mainly depends on the underlying GPT/Claude models; the platform itself is more like infrastructure for API routing and billing.
It is better suited to developers with API integration capabilities, users of AI coding tools, and engineering teams that need unified management of multi-model costs. It is not ideal for non-technical general users to use directly. The crawled content does not clearly state accessibility from China. The documentation reminds users to confirm that their location, operating entity, server nodes, and end-user origin comply with supported-region requirements, so its access status is rated as unknown. If domestic compliance and local payment support are higher priorities, alternatives such as 阿里云百炼, 火山方舟, 腾讯云混元, and 硅基流动 may be worth comparing.
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