Ling-3.0-flash-Fin
🚀 ZDTaichu5.0-9B is now on ModelScope! 🤖
LiveUpdated 2026-09-19 16:11 UTC
AI infra & evals
AI infra & evals scores 66/100 on the AI Radar money board (#2), with 2301 posts and 98M views on X over the last 14 days.
It moved up 5 places in the last 24 hours. 86 new tools appeared in this market over the last 7 days, and 866 posts were published about it in the last 72 hours. Jev also rates the room for a newcomer here 1.21/4.
Top AI infra & evals tools
classifier.dev
now outperforms jev and is free
Jev API, Pricing & Playground
Jev is now available on the @vercel AI Gateway
Darkbloom
Private AI inference through hardware-attested Apple Silicon providers. Your prompts stay encrypted, your data stays yours.
glm-5.3-flash-exl3-2x-dgx-sparks
GLM-5.3 Flash EXL3 for 2-4x DGX Sparks. Contribute to MiaAI-Lab/GLM-5.3-Flash-EXL3-2x-DGX-Sparks development by creating an account on GitHub.
Intelligence Benchmarking
Detailed intelligence benchmarking methodology for LLM quality evaluations.
OrcaRouter
by @orcarouter
deepseek-v4.1-flash-vllm-dgx-spark
DeepSeek-V4.1-Flash (552B MoE, MXFP4 experts, 1M ctx) on four NVIDIA DGX Sparks with vLLM TP4: Engram-on-disk patch, sm121 kernel build, launchers, measured…
nimble
Code and info
cuda.fast
is a challenge on @YukonResearch, where multiplayer autoresearch happens. Many humans, many agents, one hard problem, one open scoreboard.
pd-bridge
Earlier this month we published pd-bridge ( ): prefill/decode disaggregation across NVIDIA and Apple silicon. Spark 1 and Spark 2 run the prefill, a Mac Studio
qwen3.8-flash-next-exl3-dgx-spark-recipe
Serve Qwen3.8-Flash-Next (turboderp ExLlamaV3 pack) on one NVIDIA DGX Spark with vLLM + vllm-exl3 - vcruz305/Qwen3.8-Flash-Next-EXL3-DGX-Spark-recipe
Vercel
Use Jev from TypeSafe AI on Vercel AI Gateway to classify, route, score, and automate workflows with typed outputs, probabilities, and confidence.
OpenAI Developer Community
Connect with other developers building with the OpenAI API Platform.
Built to power AI innovators
DeepSeek-V4.1-Flash is now available through DigitalOcean Inference Engine. 🆕
Weight Atlas
Every weight tensor of a model on one canvas, with measured quantization error. What can be compressed losslessly, what falls apart, and why.
glm-5.3-flash-nvfp4-dflash2-2x-dgx-spark
GLM-5.3-Flash (NVFP4) on 2x NVIDIA DGX Spark - vLLM TP2, 262K context, MTP. World-first deploy recipe: 7 day-0 bugs found and fixed, patched sm121 image,…
on.unity.com
exllamav3
One-line default flip. Measured +7 to +13% across three prompt classes on GB10 with acceptance unchanged (#2); the kernels keep fp16 arithmetic and reduction…
vllm
Prerequisite PRs A few PRs that can go in on their own merits were split out: [Bugfix] DiffusionGemma: hand out stashed logprobs only on the committing step…
Nebius Token Factory
Start building
The TRACES Leaderboard
Live leaderboard
Real API Pricing
Compare the real cost of AI. Explore subscription allowances, model benchmarks and the price–performance frontier, with transparent sources.
Inco
Prepaid, pay-per-token inference. Sign up, add credit, get an API key, and call an OpenAI- and Anthropic-compatible endpoint.
FAQ
Is there money in ai infra & evals?
Jev rates buyer spend 3.36/4, search demand 3.5/4, sponsor budgets 2.41/4 and growth 3.22/4. Overall market score: 66/100 (#2 of 19).
What are the newest ai infra & evals tools?
Ling-3.0-flash-Fin, classifier.dev, Jev API, Pricing & Playground, Darkbloom, glm-5.3-flash-exl3-2x-dgx-sparks. Updated 2026-09-19 16:11 UTC.
How is this ranked?
35% money (Jev judgment), 25% traction on X, 20% momentum over 72 hours, 10% new tools, 10% room for newcomers. See methodology.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 27k posts from 4.8k X accounts over the last 14 days, 1.2k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 16:11 UTC. Full method.