Your Value, Fast
- Start with two high-impact models
- Cut noise with direct trade-offs
- Ship a benchmark this week
llms.li
LLMS List
Pick the right LLM in minutes with clear model picks and a fast test plan.
Test These First Right Now
Claude Opus 5 GPT-5.7 August 2026
Latest Model Radar
Claude Opus 5
New frontier — 2M context, state-of-the-art reasoning
GPT-5.7
New — 1.2M context, enhanced computer use
Gemini 3.6 Pro
Now stable — frontier reasoning
Llama 4.1
New — improved multilingual MoE
DeepSeek V4.1-DSpark
920B parameters, better agents
Top Recommendation: Start With These Two
If you only test two models this week: Claude Opus 5 for frontier quality with 2M context and state-of-the-art reasoning, and GPT-5.7 for 1.2M context and enhanced computer use capabilities.
Claude Opus 5
Best for complex agentic workflows, state-of-the-art reasoning, and autonomous long-running tasks with 2M context and 256K output.
GPT-5.7
Best for computer use, sandboxed execution, and complex professional work. 1.2M context with improved reasoning.
August 2026 Snapshot
What Winning Teams Prioritize
2
primary models to benchmark first
Claude Opus 5 + GPT-5.7 first.
3
decision factors that dominate outcomes
Quality, cost, control.
7
days to run a serious evaluation cycle
Ship a real benchmark in one week.
Executive Summaries
Choose Your Testing Track
01
Frontier Track
Claude Opus 5 or GPT-5.7 for top-end quality on the hardest agentic, vision, and reasoning tasks.
See deployment recommendations02
Open-Weight Track
Llama 4.1 for control and multilingual, Qwen4 for reasoning quality.
Compare against other reasoning models03
Hybrid Track
Use frontier for complex flows and Claude Sonnet 5/GPT-5.6 Luna for volume.
Explore full model catalogVisual Strategy Guide
How Teams Actually Deploy Models
Model Routing Flow
User Prompt
Task Router
Fast Lane
Gemma 4 / GPT-5.6 Luna
Reasoning Lane
Claude Opus 5 / GPT-5.7
Production Output
Strategy Usage by Workload
Support Automation
Technical Analysis
Product Assistants
Quick Picks: Newest Models to Start With
August updates: Claude Opus 5 with 2M context and state-of-the-art reasoning. GPT-5.7 with 1.2M context and enhanced computer use. Gemini 3.6 Pro now stable. Llama 4.1 with improved multilingual. DeepSeek V4.1-DSpark (920B), Qwen3.8-2.4T-A95B, Kimi K3 (2.8T) and GLM-5.3 (753B).
Best Overall (Quality-First)
Claude Opus 5 or GPT-5.7 for top-end quality, 2M context, and complex reasoning.
Best Fast/Low Cost Pair
Use GPT-5.6 Luna, Claude Sonnet 5, or Gemini 3.6 Flash for balanced speed and cost.
Best Open-Weight Track
Start with Qwen3.8-2.4T-A95B, Kimi K3 and Llama 4.1, then test GLM-5.3 for coding.
Best for Coding Teams
Pair Claude Opus 5 with Claude Sonnet 5 or Devstral 2 for speed and cost balance.
What You Will Find Here
Honest Model Breakdowns
Plain-English strengths and weaknesses across major model families.
System-Size Recommendations
Clear architecture picks for solo projects, SaaS, and enterprise.
Decision Frameworks
Fast comparison for reasoning, coding, cost, latency, and control.
Most Popular LLM Families
OpenAI GPT Series
Strong default quality and tooling, typically at premium pricing.
Anthropic Claude Series
Excellent long-context writing for documentation and policy work.
Google Gemini Series
Strong multimodal performance and tight Google cloud integration.
Llama, Mistral, Qwen, DeepSeek
Popular open/open-weight options for self-hosting and cost control.
Recent Industry Developments (August 2026)
Claude 5 Family — New Frontier
Anthropic's August release brings the Claude 5 family: Claude Opus 5 with 2M context and state-of-the-art reasoning, Claude Fable 5 for creative writing and storytelling, plus Claude Sonnet 5 for balanced workloads. $6/$30 per MTok for Opus 5. Best-in-class for complex agentic workflows.
GPT-5.7 Launch
OpenAI's August release expands to 1.2M context with enhanced computer use and sandboxed execution. Improved reasoning and tool use make it ideal for complex professional workflows.
Gemini 3.6 Pro Now Stable
Google's frontier reasoning model moves from preview to stable. Gemini 3.6 Flash continues as the speed-optimized choice for agentic and multimodal tasks.
Llama 4.1 Improves Multilingual
Meta's August update brings optimized MoE architecture with significantly improved multilingual support including Nordic languages. Better for global deployments.
Open Models Continue Scaling
DeepSeek V4.1-DSpark (920B) improves agent capabilities. Qwen3.8-2.4T-A95B is the first open Qwen-Max-class model (2.4T/95B). Kimi K3 (2.8T) is the world's first open 3T-class model. GLM-5.3 leads on coding and cybersecurity.
Start Here
Fast default: one top closed model for quality plus one low-cost model for volume.
Read the full guidance on Enterprise Systems, and Model Recommendations.