AI Coding Live News

Mistral launches its Responses API in public preview: OpenAI Responses-compatible, returning the answer, reasoning and tool calls as separate items for building agents

Mistral AI announced on X on Oct 28 that its Responses API is in public preview, positioned as the interface for building agents on Mistral. The official docs say it uses the OpenAI Responses format, and each response's output array carries the models messages, its reasoning and its function calls as separate items, which is easier to handle step by step than Chat Completions. The preview is stateless, so the app keeps the conversation history and sends it back; it supports text, image and file input, JSON Schema structured output, streaming events, client-executed function calls, reasoning.effort, and token counting via POST /v1/responses/input_tokens. It is served in the EU and US on Mistral AI Cloud Inference. The same thread says Mistral now also serves DeepSeek V4.1 Flash (public preview) and GLM 5.3 Flash (generally available).

Key Takeaways

  • The Responses API is in public preview and uses the OpenAI Responses format, so existing Responses integrations can move to Mistral more easily
  • Each response splits the answer, reasoning and function calls into separate output items, which suits step-by-step agent loops
  • The preview is stateless: the app keeps the history and sends earlier output items back along with function_call_output results
  • It supports image and file input, JSON Schema structured output, streaming, function calling (including namespaces), reasoning.effort and token counting via /v1/responses/input_tokens
  • It is served in the EU and US on Mistral AI Cloud Inference; Mistral also added DeepSeek V4.1 Flash (preview) and GLM 5.3 Flash (GA)
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OpenCode Makes GLM 5.3 Flash and 1M-Context Reflection Beam Free in Its Open-Source Coding Agent, Drawing 1.92M+ Views

OpenCode (@opencode), the wildly popular open-source terminal coding agent, announced free access to both Zhipu AI's high-speed GLM 5.3 Flash and Reflection AI's newly released 501B/23B MoE model Beam with a full 1M-token context window. The GLM 5.3 Flash announcement alone surged past 1.92 million views and 17,500 likes on X within hours.

OpenCode Makes GLM 5.3 Flash and 1M-Context Reflection Beam Free in Its Open-Source Coding Agent, Drawing 1.92M+ Views

Key Takeaways

  • Viral 1.92M-view developer launch: OpenCode's free GLM 5.3 Flash rollout drew 1.92M+ views and 17.5K likes on X
  • 1M-context Reflection Beam added for free: integrates the 501B/23B MoE model (80.1% on Terminal-Bench 2.1) with a full 1M-token context window
  • Zero-cost dual coding workflow: pairs ultra-fast GLM 5.3 Flash tool loops with 1M-context whole-repo reasoning inside the open-source OpenCode CLI
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Inworld Inference opens to all developers: an open-model inference API built for consumer AI, with Gemma 4 26B p95 first token 7.8x faster than the median OpenRouter provider

On 2026-10-14 Inworld AI opened Inworld Inference to every developer, positioning it as an inference service for consumer apps (companions, tutors, voice, interactive fiction). Instead of listing thousands of models it builds a per-model serving stack for open models such as Gemma 4, GLM 5.3 Flash, DeepSeek and MiMo: draft-and-verify (speculative) decoding, a rewritten split-KV verify attention kernel, KV-aware routing and eval-gated low precision. Vendor-reported: Gemma 4 26B p95 first token of 0.31 s, 7.8x faster than the median OpenRouter provider; up to 90% of prompts from cache; 99.999% success over 20M+ GLM 5.3 Flash requests in 30 days. The API is OpenAI-compatible with Flex/Default/Priority/Fast tiers per request.

Inworld Inference opens to all developers: an open-model inference API built for consumer AI, with Gemma 4 26B p95 first token 7.8x faster than the median OpenRouter provider

Key Takeaways

  • Gemma 4 26B first token: p50 0.17 s / p95 0.31 s, 3.6x / 7.8x faster than the median OpenRouter provider (blog, vendor-reported snapshot, not a matched workload)
  • Pricing: Gemma 4 26B at $0.07 input, $0.035 cached, $0.34 output per 1M tokens, nearly 40% below the median no-training provider
  • Rewritten verify attention: 3.4–7.5x faster per layer, attention share of a decode step 27.5%→16.5%, p50 TTFT 154→117 ms at equal eval scores
  • KV-aware routing: GLM 5.3 Flash cache hits 25%→47%, DeepSeek V4.1 Flash 11%→33%; cached MiMo 2.6 Pro input costs 99% less
  • Reliability: 98 failures across 20M+ GLM 5.3 Flash requests in 30 days (~4.8 per million); per-request service_tier of Flex/Default/Priority/Fast
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Cursor lists GLM 5.3 / Flash natively: 1M context, Other Models pool, from $1.4 / $0.15 per MTok

Cursor’s official Models & Pricing and dedicated docs now list Z.ai GLM 5.3 and GLM 5.3 Flash as addable third-party models: 1M context, Low/High/Max reasoning (High default), Other Models pool billing. Table rates: GLM 5.3 $1.4/$0.26/$4.4, Flash $0.15/$0.029/$0.5 per MTok—same as 5.2, no long-context surcharge. Enable in Settings → Models (not the BYOK custom-endpoint path).

Key Takeaways

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Freebuff launches $8/mo Starter: ad-supported high-usage coding plan centered on DeepSeek V4.1 Flash / GLM Flash

@jahooma (Freebuff/Codebuff) announced an $8/mo Starter tier: the post claims ~15 hours/day of DeepSeek V4.1 Flash with unlimited messages because ads subsidize usage. freebuff.com/plans currently lists Starter at $8/mo with about 10 hrs/day DeepSeek V4.1 Flash or 30 hrs/day GLM 5.3 Flash across Web, Desktop, and CLI.

Freebuff launches $8/mo Starter: ad-supported high-usage coding plan centered on DeepSeek V4.1 Flash / GLM Flash

Key Takeaways

  • Founder announced $8/mo Starter: ad-supported, claiming ~15h/day DeepSeek V4.1 Flash with unlimited messages.
  • Plans page lists Starter at $8/mo with ~10h/day DeepSeek V4.1 Flash or ~30h/day GLM 5.3 Flash.
  • Works across Web, Desktop, and CLI as a low-cost alternative tier to Claude Code / Cursor / Codex.
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Bolt Forge launches on bolt.new: open-weight coding agent free with up to 50x usage until Oct 14

bolt.new introduced Bolt Forge, an open-weight coding agent now live in the bolt.new model picker. Free until Oct 14 with up to ~50x usage and zero usage charges; lineup includes GLM 5.3 / GLM 5.3 Flash, Kimi K3, and DeepSeek v4 Pro. Opt-in builds help train a trillion-parameter-class model with Arcee; also announced $9/mo Bolt Lite (Forge included; join by Oct 14 to lock $9). Partners include Arcee, Microsoft, Vercel, Fireworks, and DigitalOcean.

Key Takeaways

  • Bolt Forge is live in bolt.new’s model picker as an open-weight coding agent.
  • Free through Oct 14 with up to ~50x usage and zero usage charges; GLM 5.3, Kimi, DeepSeek included.
  • Also ships $9/mo Bolt Lite with Forge; opt-in builds train a trillion-param model with Arcee.
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Composio Evaluates 5 Open-Weight Models on 30 Multi-Step Agent Tasks: Flash Models Lead in ROI

Composio benchmarked 5 open-weight models across 30 multi-step agent tasks, finding GLM-5.3 Flash and DeepSeek-V4 Flash delivered the highest cost efficiency at a fraction of full-model pricing.

Key Takeaways

  • Flash-class models achieve near parity with full-scale weights at approximately 75% lower inference cost;
  • Multi-application tool orchestration remains the primary failure mode across all open-source models;
  • Provides empirical cost-per-success metrics to guide architectural selection for enterprise agent deployments.
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