| 2026-10-18 | @crowqnt | Qwen3.8-Flash-Next crow-nest on RTX 5090: 42.1 avg decode after improvements. |
| 2026-10-18 | @dextune | Flash-Next UD-IQ4_XS Strata on RTX 4090 + 64GB: 92 decode at 136K needle. |
| 2026-10-18 | @Tech2Wild | DeepSeek-V4.1-Flash TensorFold on 2× Spark (2nd cable): 93.6 one-stream. |
| 2026-10-18 | @jtdavies | NVIDIA Qwen3.8-Flash-Next FP4-Local on DGX Spark at 1M YaRN: 65 tok/s. |
| 2026-09-27 | @jmurillocode | Qwen3.8-27B TensorFold MLX 4-bit DFlash2 on 32GB Mac mini M6: 61.9 code / 30.8 chat. |
| 2026-09-27 | @aartiles24 | Qwen3.8-27B TensorFold MLX 4-bit DFlash2 on MacBook M5 Pro 64GB: 89.9 tok/s. |
| 2026-09-27 | @Oluwaphilemon1 | Qwen3.8-27B TensorFold DFlash2 on one Spark: 102.9 tok/s. |
| 2026-09-28 | @PlusTen_AI | GLM 5.3 Flash NVFP4 on 2x DGX Spark: 55.6 coding / 33.6 Korean prose. |
| 2026-09-28 | @DaSun64125381 | Flash-Next IQ3_S Strata on RTX 5090 256K: 104 decode / 1657 prefill. |
| 2026-09-29 | @moonsteroid | Qwen3.6-35B-A3B UD-IQ3_XXS on MBP M1 Max 32GB: 37 decode / 350 prefill at 100k. |
| 2026-09-29 | @needmorevram | Flash-Next IQ3_S GSQ RCO Strata on one RTX 3090 at 128K: 72 decode. |
| 2026-09-30 | @sudoingX | GLM 5.3 Flash NVFP4 stock vLLM on 2x Spark: 15 decode MTP-off. |
| 2026-09-30 | @dec21ai | Flash-Next IQ2_XS Strata on RTX 3060 12GB Thinking Medium: 27.7 decode. |
| 2026-09-30 | @Knuckles_XBT | Swift 1.5 Flash-Next IQ2_XS Strata on RTX 4090 24GB at 256K: ~220 decode / ~3830 prefill. |
| 2026-10-01 | @Ja6ek | Qwen3.8-27B NVFP4 on RTX A5000 at 262K: TensorFold 177.57 / vLLM 139.31. |
| 2026-10-01 | @arianpg | Flash-Next IQ3_S Strata on RTX 5090 + 128GB RAM: 142 decode. |
| 2026-10-01 | @redp314 | Flash-Next NVFP4 MTP-6 TensorFold 0.3.6.3 on one DGX Spark: 74.8 single-stream. |
| 2026-10-02 | @draslan_eth | Flash-Next IQ2_XS Strata 0.1.31 on one RTX 3090 at 32K: 100.6 decode. |
| 2026-10-02 | @majewskizby | Full GLM 5.3 753B Int4/Int8 TP4 on 4× DGX Spark: 30.0 prose decode, thinking off. |
| 2026-10-02 | @needmorevram | Flash-Next IQ3_S GSQ RCO Strata on RTX 3080 10GB at 128K: 52.7 decode. |
| 2026-10-03 | @xiaobei1943 | Flash-Next IQ3_S Strata on RTX 4060 Ti at 128K: 50 decode average. |
| 2026-10-03 | @hokazuya | GLM 5.3 Flash EXL3 4bpw TensorFold on RTX PRO 6000 + 2× GB10: 120 decode, thinking off. |
| 2026-10-04 | @llm_frontier_jp | Qwen3.8-27B NVFP4 on RTX PRO 6000 Max-Q: TensorFold 272.8 / vLLM 151.4 code greedy. |
| 2026-10-04 | @draslan_eth | Qwen3.6-35B-A3B 4-bit Rapid-MLX on M4 Pro 64GB: 108.6 decode. |
| 2026-10-03 | @Kurcide | GLM 5.3 Flash EXL3 TensorFold on 4× RTX PRO 6000: 264 prose one-stream. |
| 2026-10-04 | @edurdias | Qwen3.8-27B NVFP4 on one GB10: TensorFold 42.3 / vLLM 28.7 / SGLang 31.8. |
| 2026-10-05 | @Kurcide | GLM 5.3 Flash EXL3 TensorFold on 2× RTX PRO 6000: 238 prose one-stream. |
| 2026-10-04 | @MehdiHacks | GLM 5.3 Flash EXL3 TensorFold on 2× DGX Spark: 85.0 code, one stream. |
| 2026-10-05 | @needmorevram | Flash-Next IQ3_S GSQ RCO Strata on 2× RTX 5060 Ti 16GB: 99.9 completed-request decode. |
| 2026-10-04 | @xr_ymchn | Flash-Next official IQ3_S Strata on 2× RTX 3060 12GB: 40 short-context decode. |
| 2026-10-05 | @raminaol9ykas | Flash-Next IQ3_S Strata on RTX 5070 Ti 16GB: 53.5 cached decode. |
| 2026-10-05 | @jun1228909 | Flash-Next IQ3_XXS Strata on RTX 5070: 66.7 decode after PCIe 3.0 x16. |
| 2026-10-05 | @miya_mos365 | Flash-Next Q4_K_M LM Studio CPU-only on M5 Max 64GB: 7.80 tok/s, thinking on. |
| 2026-10-05 | @piyo621 | Flash-Next Q4_XL llama.cpp b11412 on RTX PRO 6000: 92.82 t/s. DeepSeek-V4-Flash Q2: 57.70. |
| 2026-10-06 | @sebastavar | Flash-Next Coder ISTA GSQ-RCO llama.cpp on M5 Max 64GB: 51 writing. |
| 2026-10-06 | @NFT_Chen | GLM 5.3 Flash EXL3 2.05bpw TensorFold on one Spark: 32.32 decode. |
| 2026-10-06 | @niklaslenz_ai | Full GLM 5.3 EXL3 3.0bpw TensorFold on 4× Spark: 38.4 code / 24.9 prose. |
| 2026-10-06 | @Niko1221 | Flash-Next UD-IQ4_XS Strata 0.1.40 on Ryzen AI Max+ 395 128GB: 53.8 decode / 1,293 prefill at 8K. |
| 2026-10-07 | @yokoyoko001 | Flash-Next IQ3_S Strata on one MI50 32GB + 70GB DDR3: 26.82 decode. |
| 2026-10-07 | @liucl | Flash-Next IQ3_S Strata on 2× MI50 32GB: 52 decode / 645 prefill. |
| 2026-10-07 | @openaiarka | Flash-Next on one Spark: TensorFold NVFP4 32 decode, Vontra MLX 4-bit 50.16. |
| 2026-10-07 | @sudoingX | Flash-Next 4-bit QAD TensorFold on one Spark: 65 code. Official FP8 vLLM on 2× Spark: 58. |
| 2026-10-07 | @majewskizby | Full GLM 5.3 NVFP4 + FP4 KV TensorFold on 4× Spark at 256K: 35.0 prose / 42.0 code. |
| 2026-10-07 | @hypermac6502 | GLM 5.3 NVFP4 vLLM on 8× DGX Spark: C1 40 tok/s. |
| 2026-10-08 | @SJRonanMD | Fused GLM 5.3 NVFP4 SGLang on 2× DGX Station GB300: 81.5 single stream. |
| 2026-10-08 | @syoyo | REAP50 GLM 5.3 Flash Q2 Strata on Radeon RX 9070 XT: 10 decode / 200 prefill. |
| 2026-10-08 | @filicroval | GLM 5.3 Flash EXL3 2.05bpw M288 mosaic 12L TensorFold on one GB10: 30 tok/s at 262K. |
| 2026-10-08 | @geldeki | Flash-Next IQ3_S GSQ-RCO Strata on 2× RTX 3090: 122.5 peak decode, 2,100 prefill in the logs. |
| 2026-10-08 | @tkysyskw | Flash-Next UD-IQ4_XS Strata on Tesla V100 32GB at 131K: 57 decode. |
| 2026-10-09 | @rifaniponk | Flash-Next IQ3_S Strata on RTX 5080, vision on: 50 decode. Prefill range not ranked. |
| 2026-10-09 | @niklaslenz_ai | RED-SNOW 5.3 Flash EXL3 2.49 bpw on one Spark: 32.95 median long outputs. CYBER-FROST 3.8 EXL3 3.87 bpw: 54.7 code. |
| 2026-10-10 | @orenoa7 | Flash-Next Q2_0 GSQ-RCO Strata on RTX 5090: 191 JP prose at 4K. |
| 2026-10-10 | @dedene | Underdog Saluki 27B + DFlash2 on one DGX Spark: 53 tok/s (from 24). |
| 2026-10-11 | @RubenTorney | Flash-Next IQ3_S Strata on one RTX 3090: 100 tok/s short after patches (99 at 56K, 82 at 256K). |
| 2026-10-11 | @therealskrlr | Flash-Next IQ3_S Strata on RTX 5090 + 64GB: 195.8 tok/s generation / 3,944 prompt for a long one-shot. |
| 2026-10-11 | @geldeki | Flash-Next IQ3_S Strata v0.1.42 on 2× RTX 3090: peak 153.4 decode, cold prefill 2,844 at 191K. |
| 2026-10-12 | @Tech2Wild | GLM 5.3 Flash TensorFold on 4× DGX Spark: 127 code (vs 120 vLLM). |
| 2026-10-12 | @0xSero | GLM 5.3 Flash EXL3 4 bpw on 4× DGX Spark: 104 prose / 152 code. |
| 2026-10-12 | @geldeki | Flash-Next IQ3_S Strata v0.1.43 on 2× RTX 3090: peak 158.3 decode / 3,149 prefill. |
| 2026-10-11 | @superalesha | Flash-Next on one RTX 3090 Strata: IQ3_S 70 decode (66 at 261K), IQ2_XS 87 decode. |
| 2026-10-12 | @nigelinstant | Flash-Next IQ2_XS Strata v0.1.43 on RTX 3080 Ti 12GB: 79.0 decode at 101K (short range 93–126 not ranked). |
| 2026-10-12 | @mizuirot | Flash-Next UD-Q4_K_XL on modified llama.cpp, single RTX 5090: 114.25 decode / 2,141.16 prefill. |
| 2026-10-13 | @DaSun64125381 | Flash-Next Q4_K_XL-DN4 Strata 0.1.43.1 on 4× V100 32GB: 60 single / 204 aggregate. |
| 2026-10-13 | @hokazuya | GLM 5.3 Flash Q2 on Mac Studio M4 Max 64GB: 11.33 tok/s. |
| 2026-10-14 | @Oxtanedotxyz | Flash-Next IQ3_S Strata on 3090 + 2070 SUPER: 34.2. |
| 2026-10-14 | @RadxaNaoki | Gemma-4 26B-A4B UD-Q4_K_XL llama.cpp v0.6.0 on RX 9060 XT 16GB: 88 decode / 2464 prefill. |
| 2026-10-14 | @llm_frontier_jp | Flash-Next Q2_0 on Arc B570 10GB: Strata 9.02 / XeStrata 32.4 with MTP. |
| 2026-10-13 | @sudoingX | DeepSeek v4.1 Flash custom vLLM on 2× DGX Spark: 103.0 code / 57.9 prose / 141.0 structured. |
| 2026-10-15 | @sudoingX | Ternary Bonsai 2 Heretic on RTX 3060 12GB: 50 tok/s with draft head (39 without), 10.7 GB. |
| 2026-10-15 | @VectorCrossProd | Flash-Next Coder IQ1_M Strata v0.1.44 on RTX 5060 Ti 16GB + RTX 3070 8GB: 127 decode at 154K (peak 154). |
| 2026-10-15 | @niklaslenz_ai | Ternary Bonsai 2 27B PTQ1_0 on RTX 5060 Ti 16GB: 54.7 decode thinking off (IQ4_XS companion 26.6). |
| 2026-10-15 | @aartiles24 | Qwen 3.8 Flash Next ~2.6 bits Sushi on MacBook Pro M5 Pro 64GB: 41.4 decode in a 17 h agent run. |
| 2026-10-17 | @filicroval | Nemotron 3.5 Bolt 74B 2-bit GGUF + lilicorr on llama.cpp, one DGX Spark: 80 tok/s (math 108 / code 81 / prose 63). |
| 2026-10-14 | @Oluwaphilemon1 | Qwen3.8-27B on RTX 5090: TensorFold 0.6.6 + DFlash2 370 tok/s code; ExLlamaV3 258; llama.cpp MTP IQ4_XS 186. |
| 2026-10-14 | @xiaobei1943 | Flash-Next IQ3_S Strata v0.1.44.1 on RTX 4060 Ti 16GB: stable average 55 tok/s, 262K. |
| 2026-09-23 | @hasso5703 | Qwen3.8-27B on one Spark: SGLang, NVFP4, DFlash2, 72 tok/s greedy median. Repo claim. |
| 2026-09-10 | @vcruz305 | GLM-5.3-Flash EXL3 K2 on one Spark: SGLang, MTP k=2, 18.57 tok/s. Repo claim. |
| 2026-09-22 | @stfu0911 | MiMo-V2.6 Distill Qwen-9B Q5_K_M on RTX 5060 8GB: ~47 decode, ~1600 prefill, 262k. |
| 2026-09-22 | @aqty | AliceAI 80B-A3B Q4_K_M on M5 Max 128GB: ~65 tok/s, 45.1 GiB. |
| 2026-09-21 | @tekizaihq | Flash-Next NVFP4 on one 5090: 80.9 tok/s single-stream. |
| 2026-09-20 | @yume_arasaki | Flash-Next EXL3 on one Spark: 79.5 code reproduced; 102.6 repetitive clamps; 71.7 prose. |
| 2026-09-20 | @ViC305 | EXL3 Spark recipe reproduced at 79.5 on Yume’s box. |
| 2026-09-30 | @MiaAI_lab | GLM-5.3-Flash EXL3 on 2× DGX Spark with TensorFold: 60.4 tok/s prose, 114.7 structured single-stream; 4 streams 108.8 / 227.9 aggregate. Repo claim. |
| 2026-09-20 | @MiaAI_lab | Spark street: Flash-Next solo; GLM 5.3 / DeepSeek v4.1 Flash on 2×+; orch+worker+scanner at 6×. |
| 2026-09-21 | @sethforprivacy | 8 Sparks: 4× GLM ring, 2× Flash-Next, 2× DeepSeek v4f. |
| 2026-09-17 | @fillagrew | 5090 bake: 2B at 351 tok/s, abliterated 26B-A4B at 173. |
| 2026-09-17 | @fntAInhead | 5060 Ti 16GB llama.cpp bake-off: 23 / 19 / 14 / 10 tok/s. |
| 2026-09-17 | @Youssofal_ | Flash-Next on M5 Max via MTPLX: 126.5 peak, 50 at 200k. |
| 2026-09-17 | @Oluwaphilemon1 | Official FP8 Flash-Next on 2× Spark, ~45 tok/s sustained. |
| 2026-09-17 | @Oluwaphilemon1 | Qwen3.8-27B UD-Q4_K_XL on 4090: 40.7 decode, 260k-class. |
| 2026-09-17 | @bonellisystems | Abliterated 35B-A3B NVFP4 on 2× Spark: 94.4 decode. |
| 2026-09-17 | @mine_craft_bui | Ornith ~40–46 tok/s on a 1660 SUPER 6GB. |
| 2026-09-17 | @Oluwaphilemon1 | Empero 35B-A3B Q4_K_M on a 12GB 3060: ~50 decode. |
| 2026-09-16 | @rapidmlx | Locked suite on one M4 Pro: 85.5 tok/s at 21 GB peak. |