Insights
30 LLMs, compared for buyers who have to answer for the choice.
Core capability and cost, enterprise and compliance fit, speed and reliability, ecosystem and tooling, and security posture — the five dimensions that actually matter when you're picking a model for a regulated environment, not just a demo.
Scored dimensions (Core & cost, Enterprise, Speed, Ecosystem, Security) are a Panoramic Technology Solutions synthesis of public benchmarks and pricing pages as of July 2026 — not official vendor-published metrics; treat exact numbers as directional. Certifications shown under each model's License, however, were checked directly against vendor trust-center pages, security documentation, and enterprise compliance blogs (not just assumed from a vendor's other models) — see Sources below. Where a vendor discloses no independent SOC 2 / ISO 27001 audit, or where a certification applies only to a specific hosting path (e.g. Azure OpenAI Service rather than the raw OpenAI API), that nuance is noted directly in the table. This list was narrowed from a broader 100-model draft to these 30 so each entry could get an individual compliance check rather than a vendor-level assumption.
Scroll right to see all columns
| #Rank by Overall score, highest to lowest. | ModelModel name and vendor. The tag underneath is its primary use-case category. | ContextMaximum context window the vendor advertises, in tokens. | Price /1M tokApproximate list price per 1M tokens, input / output, in USD. | LicenseOpen weight: can be self-hosted. Proprietary: API access only. | CertificationsNamed certifications and standards disclosed by the vendor, checked individually against vendor documentation — see Sources. | Core & costRaw capability weighed against price — quality per dollar. | EnterpriseCompliance certifications and enterprise deployment support (SOC 2, HIPAA, FedRAMP, etc.). | SpeedRelative inference latency and throughput for typical production use. | EcosystemTooling, integrations, community adoption, and platform availability. | SecurityBug bounty coverage, known incidents, and jailbreak resistance. See the Security posture tab for detail. | OverallAverage of the five scored dimensions to the left. |
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Select up to 5 models to compare across the five criteria groups.
Publicly reported bug bounty programs, incidents, and jailbreak-resistance findings — not a substitute for your own vendor security review.
Recent, individually-sourced news about the vendors behind these 30 models — releases, pricing, partnerships, funding, and security. Refreshes weekly, Mondays.
Sources consulted
- LM Council — AI Model Benchmarks (Jul 2026)
- LLM Stats — AI Leaderboard 2026
- SmartScope — LLM Coding Benchmark Comparison 2026
- Finout — OpenAI vs Anthropic API Pricing (2026)
- TLDL — LLM API Pricing (Jul 2026)
- AWS Bedrock vs Azure OpenAI vs Vertex AI — Enterprise Comparison 2026
- Featherless — Best Open-Source LLMs in 2026
- Tech Insider — Llama 4 vs Qwen 3.5 vs Mistral (2026)
- Wraith — AI Bug Bounty Programs 2026 (xAI/Grok, OpenAI, Anthropic)
- OpenAI — Bio Bug Bounty
- Secure GenAI — OpenAI Safety Hub / Anthropic Bug Bounty
- HackenProof — The DeepSeek AI Hack and Security Gaps
- SecurityScorecard — DeepSeek Security Issues and Vulnerabilities
- The Hacker News — AI Flaws in Amazon Bedrock, LangSmith, and SGLang (2026)
- AWS Security Bulletin — CVE-2026-31431
- arXiv — Analysis of LLMs Against Prompt Injection and Jailbreak Attacks (2026)
- Atlantic Council — Open-Source AI Security Limits
- Anthropic — What certifications has Anthropic obtained
- OpenAI — Security and privacy at OpenAI
- OpenAI Trust Portal
- Google Cloud — Gemini Enterprise compliance certifications and security controls
- AWS — Compliance validation for Amazon Bedrock AgentCore
- Mistral AI — SOC 2 / ISO 27001 certification
- Cohere Trust Center
- Cohere — ISO 42001 and ISO 27001 certifications
- Microsoft Q&A — Azure AI Foundry models and HIPAA compliance
- AI21 Labs — Annual SOC 2 Report
- Databricks — SOC Compliance
- xAI — API Security FAQ
- Alibaba Cloud — Security Compliance Practice Overview
- Alibaba Cloud Model Studio — Security certifications and privacy notice
- South China Morning Post — Zhipu and Moonshot data-collection concerns
- Layer3 Labs — Z.ai (Zhipu) enterprise data-residency analysis
- Skywork — DeepSeek Data Privacy and Security Guide (2026)