AI FRONTIER2025.2

Live Intelligence Benchmarks & Evaluation Matrix
LIVE PULSE
πŸ”₯ Claude 3.7 Sonnet achieves record 70.3% SWE-bench Verified
⚑ Gemini 2.0 Flash delivers 1M context at $0.10/M tokens
πŸ”“ DeepSeek-R1 MIT weights score 97.3% on MATH 500
πŸ‘‘ OpenAI o3-mini hits 87.3% on competitive AIME 2024
Arena ChampionπŸ‘‘
Claude 3.7 Sonnet
1392LMSYS Elo

Hybrid reasoning frontier standard

SWE-bench KingπŸ’»
Claude 3.7 Sonnet
70.3%Verified Resolved

Solves 7 out of 10 real GitHub issues

Best Value / Speed⚑
Gemini 2.0 Flash
$0.10per 1M input tok

1M context + 135 tok/sec throughput

Open Weights TitanπŸ”“
DeepSeek-R1
97.3%MATH 500 Accuracy

MIT Licensed reasoning breakthrough

Anthropic
King

Claude 3.7 Sonnet

API

Hybrid reasoning frontier model combining instant response with granular extended thinking

Arena Elo1392
SWE-bench Ver.70.3%
GPQA Diamond65%
MATH 50096.2%
200k Context$3.00 / $15.0068 tok/sVision
Full-stack software engineeringMulti-step autonomous agentsComplex architectural refactoring
OpenAI
Reasoning Titan

OpenAI o1

API

Flagship reasoning model optimized for deep science, mathematics, and complex multi-step logic

Arena Elo1380
SWE-bench Ver.61.8%
GPQA Diamond75.7%
MATH 50096.4%
200k Context$15.00 / $60.0042 tok/sVision
Academic scientific researchMathematical proofs and olympiadsComplex algorithm design
Google DeepMind

Gemini 2.0 Pro Experimental

API

Google’s frontier model combining 2-million context window with complex reasoning and multimodal analysis

Arena Elo1378
SWE-bench Ver.60.5%
GPQA Diamond72%
MATH 50094%
2M Context$1.25 / $5.0062 tok/sVision
Full repository code analysisMulti-hour video understandingMassive enterprise document synthesis
OpenAI
Speed King

OpenAI o3-mini

API

High-speed reasoning model tailored for STEM, coding, and cost-effective chain-of-thought

Arena Elo1372
SWE-bench Ver.65.8%
GPQA Diamond79.7%
MATH 50097.9%
200k Context$1.10 / $4.4092 tok/s
Competitive STEM & Olympiad mathAutomated code repair pipelinesCost-conscious analytical reasoning
DeepSeek AI
Open Flagship

DeepSeek-R1

Open Weights

Open-weights reasoning breakthrough trained with pure large-scale RL, rivaling proprietary titans

Arena Elo1365
SWE-bench Ver.49.2%
GPQA Diamond71.5%
MATH 50097.3%
128k Context$0.55 / $2.1955 tok/s
Open-source enterprise deploymentHigh-volume math & logic pipelinesDistillation & synthetic data generation
Alibaba Cloud (Qwen)

Qwen 2.5 Max

API

Alibaba’s frontier flagship challenging the world’s best models in English, Chinese, coding, and math

Arena Elo1358
SWE-bench Ver.48.2%
GPQA Diamond62%
MATH 50088.5%
128k Context$0.28 / $0.8475 tok/sVision
Global multilingual applicationsCross-border commerce & translationCompetitive coding & logic
Google DeepMind
Best Value

Gemini 2.0 Flash

API

Real-time ultra-fast multimodal model with 1M context, native audio/vision streaming, and extreme cost efficiency

Arena Elo1354
SWE-bench Ver.52%
GPQA Diamond63.4%
MATH 50089.2%
1M Context$0.10 / $0.40135 tok/sVision
Real-time interactive voice/video appsMassive document and video analysisHigh-throughput agent tool loops
Anthropic
Code Champ

Claude 3.5 Sonnet

API

Benchmark standard for coding, agentic autonomy, and human-like natural prose

Arena Elo1335
SWE-bench Ver.53.7%
GPQA Diamond65%
MATH 50078.3%
200k Context$3.00 / $15.0072 tok/sVision
Pair programming & refactoringFrontend web developmentTool-calling agents
OpenAI

OpenAI GPT-4o

API

Versatile omnimodal workhorse model powering ChatGPT with native vision, audio, and text

Arena Elo1330
SWE-bench Ver.38.8%
GPQA Diamond53.6%
MATH 50076.6%
128k Context$2.50 / $10.0085 tok/sVision
Consumer chatbotsMultilingual translationsVisual question answering
xAI

Grok 2

API

xAI’s flagship model with real-time X integration, sharp reasoning, and visual analysis

Arena Elo1326
SWE-bench Ver.36%
GPQA Diamond56%
MATH 50076.1%
131k Context$2.00 / $10.0078 tok/sVision
Real-time news & sentiment monitoringSocial media analysis and content creationConversational entertainment and brainstorming
DeepSeek AI

DeepSeek-V3

Open Weights

671B parameter Mixture-of-Experts open-weights base model redefining LLM cost and architecture

Arena Elo1324
SWE-bench Ver.42%
GPQA Diamond59.1%
MATH 50082.8%
128k Context$0.14 / $0.2888 tok/s
High-volume batch LLM tasksAgent tool calling at scaleCost-sensitive SaaS backends
Alibaba Cloud (Qwen)

Qwen 2.5 Coder 32B Instruct

Open Weights

The open code specialist that matches or surpasses closed models in real-world programming benchmarks

Arena Elo1315
SWE-bench Ver.48%
GPQA Diamond51.5%
MATH 50082.5%
128k Context$0.15 / $0.45110 tok/s
Local IDE copilot (Continue, Cursor local)Private code review botsSelf-hosted CI/CD automation
Meta AI

Llama 3.3 70B Instruct

Open Weights

Meta’s best open model per compute, delivering 405B-level capabilities at 70B footprint

Arena Elo1312
SWE-bench Ver.43.5%
GPQA Diamond52%
MATH 50078.5%
128k Context$0.20 / $0.4095 tok/s
Self-hosted enterprise security & GDPR complianceOn-premise fine-tuningLocal developer workstations
Mistral AI

Mistral Large 2

API

European flagship with 123B parameters, advanced multilingual proficiency, and enterprise governance

Arena Elo1305
SWE-bench Ver.38%
GPQA Diamond54%
MATH 50076%
128k Context$2.00 / $6.0068 tok/s
European enterprise data sovereignty & GDPRMultilingual customer supportFunction calling and backend tool routing
OpenAI

OpenAI GPT-4o mini

API

Economical small model supporting multimodal inputs with rapid execution

Arena Elo1282
SWE-bench Ver.28%
GPQA Diamond40.2%
MATH 50070.2%
128k Context$0.15 / $0.60130 tok/sVision
Simple text extraction & transformationBulk summarizationRouting and query categorization
Anthropic

Claude 3.5 Haiku

API

Blazing speed and remarkable intelligence at a fraction of the frontier cost

Arena Elo1265
SWE-bench Ver.40.6%
GPQA Diamond41.6%
MATH 50071%
200k Context$0.80 / $4.00125 tok/s
Real-time interactive customer chatbotsFast syntax checks & lintingData cleansing and tagging

Benchmark Evaluation Methodology

Standardized Testing

Chatbot Arena Elo

General

Crowdsourced blind A/B evaluation by LMSYS with over 2M human comparisons.

Why it matters: Best overall measure of subjective human satisfaction, instruction nuance, and conversational alignment.

SWE-bench Verified

Coding

Human-validated subset of SWE-bench resolving real-world GitHub issues across large Python repos.

Why it matters: Gold standard for practical software engineering ability, multi-file code editing, and autonomous bug-fixing.

GPQA Diamond

Science & Math

Graduate-level Google-proof Q&A benchmark curated by biology, physics, and chemistry PhDs.

Why it matters: Tests deep frontier scientific reasoning without allowing trivial memorization or web scraping lookups.

MMLU-Pro

General

Harder, 14-subject multi-choice reasoning benchmark with 10 options per question (drastically reducing guessing luck).

Why it matters: Filters out saturated older MMLU scores to distinguish true undergraduate & professional knowledge.

MATH 500

Science & Math

Challenging 500-problem subset of the Hendrycks MATH benchmark covering high school competition level math.

Why it matters: Crucial discriminator for complex symbolic manipulation, geometry, number theory, and step-by-step logic.

AIME 2024 / 2025

Science & Math

American Invitational Mathematics Examination competition problems requiring advanced multi-step proof search.

Why it matters: Showcases the revolutionary impact of reasoning models (o1, o3-mini, DeepSeek-R1, Claude 3.7) over non-reasoning LLMs.

MMMU (Multimodal)

Multimodal

Massive Multi-discipline Multimodal Understanding benchmark spanning 30 college-level subjects requiring image comprehension.

Why it matters: Tests how well the model understands charts, technical diagrams, scientific figures, and medical images.
Claude 3.7 Sonnet
o1
Gemini 2.0 Flash
AI FRONTIER BENCHMARKS

An open, independent intelligence evaluation dashboard comparing state-of-the-art frontier reasoning, coding, and multimodal AI models across real-world developer benchmarks and production token economics.

Covered AI Research Labs
AnthropicOpenAIGoogle DeepMindDeepSeek AIMeta AIMistral AIxAIAlibaba Cloud (Qwen)
Data sources: LMSYS Chatbot Arena, SWE-bench Verified, Epoch AI, Scale AI SEAL, OpenAI, Anthropic, Google DeepMind, DeepSeek Research.
Updated Live β€’ Mobile-First Responsive Evaluation Matrix