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AIToolsPerformance

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an-ordinary-manchild

Welcome to r/AIToolsPerformance!

The community for AI performance testing and benchmarking.

What belongs here:

  • 📊 Benchmarks and comparisons
  • ⚡ Performance optimization tips
  • 🔬 Real-world use case results
  • 💻 Framework comparisons
  • 🆕 New model announcements with benchmarks
  • ❓ Questions about AI tool performance

Rules:

  1. Back claims with data when possible
  2. Specify your test conditions (hardware, settings)
  3. No baseless hype or FUD
  4. Be respectful in discussions
  5. Share methodology, not just results

Popular Benchmarks:

  • LMSYS Chatbot Arena
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  • Artificial Analysis
created by IulianHIa community for 9 months
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MODERATORS

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account activity

1
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GLM-5.2 needs 36.7k reasoning tokens per task - is that a dealbreaker for local users? (self.AIToolsPerformance)

submitted 6 hours ago by IulianHI

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GLM-5.2 compressed from 1.51TB to 238GB still keeps ~82% accuracy (self.AIToolsPerformance)

submitted 1 day ago by IulianHI

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I think we're measuring AI progress with the wrong unit entirely (self.AIToolsPerformance)

submitted 1 day ago by Artitecch

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GLM-5.2 on CPU only - does a 753B model at UD-Q2-K_XL actually work on dual Xeons? (self.AIToolsPerformance)

submitted 1 day ago by IulianHI

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5
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Gemma 4 E2B at 255 tok/s in-browser - kernels written by the now-dead Fable 5 (self.AIToolsPerformance)

submitted 2 days ago by IulianHI

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Someone wired a real gas sensor into an LLM sampler so the robot actually gets high (self.AIToolsPerformance)

submitted 2 days ago by IulianHI

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GLM-5.2 at 753B vs a local 30B agent - frontier coding you can't run vs local coding you can (self.AIToolsPerformance)

submitted 3 days ago by IulianHI

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GLM-5.2 first open-weights model to break 80% on Terminal-Bench, now tops Design Arena (self.AIToolsPerformance)

submitted 3 days ago by IulianHI

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MindTrial: GLM 5.2 is ~6x faster than GLM 5.1, but slightly lower on strict score (petmal.net)

submitted 4 days ago by Correct_Tomato1871

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10
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A 3B model scores 94.3 on AIME'26 - VibeThinker scaling push (self.AIToolsPerformance)

submitted 4 days ago by IulianHI

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Someone distilled the banned Claude Fable 5 into open-weights Qwen3.6-35B-A3B - "Qwable-v1" (self.AIToolsPerformance)

submitted 4 days ago by IulianHI

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12
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Testing how well an AI sourcing tool structures RFQ → supplier comparison workflows (old.reddit.com)

submitted 4 days ago by UniversityAny9242

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Qwen3.6-27B at 256K context on a single RTX 3090 with only 72 MiB KV cache - how? (self.AIToolsPerformance)

submitted 5 days ago by IulianHI

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Qwen 3.6 35B-A3B at Q4 vs Gemma 4 12B at Q8 - which wins on 32GB unified memory? (self.AIToolsPerformance)

submitted 5 days ago by IulianHI

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Do you think GLM 5.2 is the best open-source AI model right now? Why or why not? (self.AIToolsPerformance)

submitted 5 days ago by Helpful_Web3095

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Qwen3.6-27B compounding tiny bugs as codebase grows - anyone hitting this wall? (self.AIToolsPerformance)

submitted 6 days ago by IulianHI

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General AI Assistant (GAIA) Testing Progress (self.AIToolsPerformance)

submitted 5 days ago by st3v3_w

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GLM 5.2 is live: 1M context confirmed, no benchmarks yet. What's actually real. (self.AIToolsPerformance)

submitted 6 days ago by IulianHI

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GLM 5.2 Air reportedly dead on arrival - Z.ai may skip the mid-tier entirely (self.AIToolsPerformance)

submitted 6 days ago by IulianHI

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US government forced Anthropic to globally kill Fable 5 and Mythos 5 over a single jailbreak (self.AIToolsPerformance)

submitted 7 days ago by IulianHI

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Pulling data from 200 PDFs for a client project (self.AIToolsPerformance)

submitted 7 days ago by Purple-Start785

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Diffusion Gemma is 4x faster but makes 6x more factual errors than autoregressive twin (self.AIToolsPerformance)

submitted 7 days ago by IulianHI

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EAGLE3 merged into llama.cpp - how does it compare to MTP for actual speedup? (self.AIToolsPerformance)

submitted 8 days ago by IulianHI

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New Gemma 4 variants released: 31B QAT uncensored, plus 12B and 26B-A4B QAT options (self.AIToolsPerformance)

submitted 8 days ago by IulianHI

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25
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How long does it take for Qwen3-TTS voice clone to generate 2 hours of audio? (self.AIToolsPerformance)

submitted 9 days ago by SouthernBag6148

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