AI research for real decisions
Reviews, head-to-head comparisons, pricing analysis and practical guides to help you decide what is worth using.
Selected research
Deals
How to access TypeSafe AI's Jev model for free: Vercel AI Gateway promotion, OpenRouter pricing at $0.042/1M tokens, latency benchmarks, and System One design.
Guides
Why TypeSafe AI's Jev model captured 13% of Vercel AI Gateway teams in 24 hours. Deep dive into RLCD training, 70ms decision latency, and architecture.
Comparisons
Step 5 Preview vs GLM-5.3 vs DeepSeek V4.1 Flash: architectural comparison of 600B MoE vs asymmetric 8B/16B routing, DeepSWE v1.1 benchmarks, and inference token economics.
Reviews
Comprehensive review of the Alibaba Cloud Model Studio Token Plan. We break down Singapore region access, Credits math, 7-day rolling limits, night discounts, Reddit community benchmarks, and Claude Code setup.
Head to head
Side-by-side research on model quality, coding workflows, pricing and trade-offs.
Model comparison Comparisons
Step 5 Preview vs GLM-5.3 vs DeepSeek V4.1 Flash: architectural comparison of 600B MoE vs asymmetric 8B/16B routing, DeepSWE v1.1 benchmarks, and inference token economics.
Comparisons
Qwen 2.5 7B vs Llama 3.1 8B compared on MMLU, HumanEval, MATH, context window, VRAM needs, and cost. See which open-weight model to run locally and why.
Comparisons
Detailed head-to-head comparison of Meta's Muse Spark 1.3 and Google's Gemini 3.8 Flash: benchmarks, multimodal context, coding agents, and API pricing.
Comparisons
Architectural analysis of why GLM-5.3 (744B) matches and surpasses 2.8T models like Kimi K3 and Qwen3.8-Max on SWE-bench, Terminal-Bench 3.0, and agentic workflows.
Reviews
What a tool does well, where it falls short, and who it makes sense for.
Reviews
In-depth review of GLM-5.3-FlashX: 200 tokens/second inference throughput, latency benchmarks, and whether the 2.5x pricing premium is justified.
Reviews
Comprehensive review of the Alibaba Cloud Model Studio Token Plan. We break down Singapore region access, Credits math, 7-day rolling limits, night discounts, Reddit community benchmarks, and Claude Code setup.
Reviews
Is Freebuff safe, free, and legit? We break down its CLI architecture, model routing (DeepSeek V4, GLM-5.2), subagent limits, and the privacy rules to know before you run it.
Guides
Practical advice for choosing, configuring and getting more from AI tools.
Guides
Why TypeSafe AI's Jev model captured 13% of Vercel AI Gateway teams in 24 hours. Deep dive into RLCD training, 70ms decision latency, and architecture.
Guides
Comprehensive guide to open-weight LLMs in 2026: Kimi K3, DeepSeek-V4-Pro, Qwen3.8 Max, GLM-5.3-Flash, SWE-bench scores, API pricing, and self-hosting infrastructure.
Guides
The best coding LLMs in 2026, ranked by SWE-bench Verified, Terminal Bench, and cost per solved task. Claude Fable 5 leads raw accuracy; Gemini 3.7 Flash and GLM-5.3-Flash lead value.
Free access & pricing
Promotions change. Check the provider's current terms before signing up.
Deals
How to access TypeSafe AI's Jev model for free: Vercel AI Gateway promotion, OpenRouter pricing at $0.042/1M tokens, latency benchmarks, and System One design.
Deals
US college students can receive four months of ChatGPT Plus free. Technical breakdown of SheerID verification, $80 total value, STEM reasoning, and renewal rules.
Deals
In-depth analysis of GLM-5.3-Flash API pricing: $0.15/M input, $0.03/M prompt cache reads, launch discounts, and operating cost economics across autonomous agents.
When you need the data
Use the underlying model data to explore, compare and check the details behind our editorial work.
What changed
News
Forensic analysis of OpenCode's mystery model Omen Alpha: tokenizer fingerprint matches with Zhipu GLM-5, 180 tps throughput, API routing clues, and benchmark speculation.
News
Detailed analysis of Tencent Hy4 preview: 770B MoE architecture (49B active), 1M context window, Gated DSA attention, benchmark scores, and Apache 2.0 weights.
News
Z.ai confirms mystery model Ox Alpha was an unbranded preview of GLM-5.3-Flash. Discover 320B MoE specs, benchmark results, and what the MIT release means.
RankLLMs combines editorial analysis with published information from providers and third-party research. We link to sources and explain what the data can and cannot tell you. Read the Editorial Policy and Data Methodology for details.