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  1. The DecoderConfirmed

    Elevenlabs releases two Eleven Realtime speech-to-speech models

    The new Eleven Realtime speech-to-speech models target real-time AI conversation. The v1 Max variant scores 98.8 percent on Big Bench Audio with a 0.57-second response time, according to Elevenlabs, which claims no model on the Artificial Analysis leaderboard is both faster and more accurate.

  2. r/LocalLLaMACommunity

    Qev-0.8b tiny local decision model claimed as new state of the art

    8b as a new state-of-the-art tiny local decision model. The post itself is a brief community submission with no benchmark details in the excerpt.

  3. r/LocalLLaMACommunity

    Intel Arc Pro B65 four-GPU rig posts long-context throughput sweeps for Qwen3.8 models

    8 Flash-Next and 27B models on 1x to 4x Intel B65 setups with vLLM, reporting output throughput across context lengths up to 200K. Results include queueing effects and are not model-quality scores.

  4. Hugging FaceResearch

    Hugging Face blog shows learned memory tops the τ²-bench customer service leaderboard without a frontier model

    IBM Research's ALTK-Evolve reportedly ranks first on τ²-bench customer service tasks using learned memory rather than a frontier model.

  5. r/LocalLLaMACommunity

    Six-way benchmark compares Qwen3.8-Flash-Next locally against Claude Opus 5.5 on a Rust feature

    A community test of 12 PRs on a LlamaStash feature found Opus 5.5 averaged 82% against 68% for Claude Code with Flash-Next and 66% for Pi with Flash-Next. Flash-Next ran locally at about 4.16 bpw, so the author paid only electricity, and results are a single developer's unverified experiment.

  6. r/LocalLLaMACommunity

    Vals AI says DeepSeek V4.1 Flash 1017 beats GPT-6 Sol on a multi-step offensive cybersecurity task

    Vals AI reports that DeepSeek V4.1 Flash 1017 outperformed GPT-6 Sol on its multi-step offensive cybersecurity task. Sol was tested through OpenAI's Daybreak trusted access program.

  7. The Decoder and 1 moreConfirmed

    OpenAI publishes coding evaluations for low-resource programming languages

    OpenAI says it is improving ChatGPT on low-resource programming languages, with new evaluations covering software engineering, SQLite and COBOL migration.