DeepSeek Locks 75% V4-Pro Discount - API War Escalates
DeepSeek makes its 75% V4-Pro discount permanent, leaving output tokens 34x cheaper than GPT-5.5 and resetting market expectations for enterprise API costs.
Articles Tagged "Benchmarks"
State of Open-Source LLMs 2026: Rankings and Trends
The state of open-source large language models in 2026 - who leads, how close they are to proprietary models, which licenses allow commercial use, and how to access them.
State of AI Coding 2026: Adoption, Tools, and Trends
The state of AI coding in 2026 - adoption rates, tool market share, the shift from autocomplete to agentic engineering, and what the trust gap means for developers using AI to write code.
Best AI Models with Native Tool Use in 2026
The best AI models for function calling and tool use in 2026 - comparing Claude, GPT-5.4, Gemini, DeepSeek, and local models on BFCL and TAU-bench scores.
Best LLMs with 1M+ Context Window in 2026
A practical comparison of every production LLM with a 1M+ token context window - verified pricing, real retrieval notes, and clear picks for different workloads.
Smarter Trees, Hidden Attacks, Drug Design Gaps
Three new papers cover 4x KV cache savings for tree reasoning, latent-space jailbreaks that bypass safety on 15 models, and GPT-5.4's 40% ceiling on drug design tasks.
Gemini 3.5 Flash: Real Speed, Selective Benchmarks
Google's Gemini 3.5 Flash is genuinely fast at 289 tok/s and competitive on agentic tasks - but the benchmark portfolio has gaps worth knowing before you build on it.
Qwen3-Coder-Next
Qwen3-Coder-Next is an 80B MoE coding model from Alibaba that activates just 3B parameters per forward pass, scoring over 70% on SWE-Bench Verified with agent scaffolding under Apache 2.0.
Best AI Tools for Developers in 2026
The best AI tools for developers in 2026 across coding, testing, documentation, and monitoring - with real pricing and adoption data.
Best Models for Long-Context Retrieval - May 2026
Claude Opus 4.6 leads MRCR v2 8-needle at 78% across 1M tokens while Opus 4.7 regressed sharply - GPT-5.5 and DeepSeek V4 Pro are the key new entrants in May 2026.
OpenAI Disproves 80-Year Erdős Math Conjecture
An internal OpenAI reasoning model produced an original proof disproving the Erdős unit distance conjecture, the first time AI autonomously solved a major open problem in mathematics.
Where AI Agents Break: Research, Safety, and Privacy
Three new papers expose where autonomous agents still fail: fabricating research, turning hallucinations into security exploits, and leaking private data from small models.
