Arena Elo ratings from blind human evaluation (OpenLM Arena), aggregated by Swfte, LLM Stats, and Onyx. Updated daily from fresh matchups.
Model
Provider
Arena Elo
Swfte Quality
LLM Stats Score
Onyx Arena
License
Fastest Throughput
Step-3.5-Flash
629 tok/s output
Lowest Latency (TTFT)
Baseten (hosting)
0.27s time-to-first-token
Cheapest Frontier
DeepSeek V4 Flash
$0.14 input · $0.28 output per 1M
Best Cost/Task
Grok Build 0.1
$0.024 per successful task
Inference Performance & Pricing
Model
Provider
Input $/1M
Output $/1M
Speed (tok/s)
TTFT (latency)
Context
Cost/Task
Source
Open HLE Leader
GLM 5.2
54.7% — Humanity's Last Exam
Open SWE-Bench
DeepSeek V4 Pro
80.6% — Agentic coding
Open BrowseComp
DeepSeek V4 Flash
85.9% — Web browsing
Open Terminal-Bench
GLM 5.2
81% — Terminal use
Open-Weight Model Rankings
Model
Provider
HLE %
GPQA %
SWE-Bench %
OSWorld %
BrowseComp %
Terminal %
Speed
Input $/1M
AI Assistants Compared
4 Platforms
Vellum, Hermes, Claude Cowork, OpenClaw
Most Channels
Hermes
iOS, macOS, CLI, Voice, Email, TG, Slack
Largest Skill Ecosystem
OpenClaw / Hermes
Self-improving skills, MCP, plugins
AI Assistant Platform Comparison (Vellum 2026)
Feature
Vellum
OpenClaw
Hermes
Claude Cowork
Provider × Benchmark Heatmap
Normalized scores (highest in each column = 100). Green = top performer, amber = mid, red = lowest. Aggregated from LiveBench, Vellum, Onyx, and LLM Stats.
OpenRouter Model Tracker
Live pricing & capabilities from openrouter.ai • loading... • 0 models
Model
Provider
Context
Input $/1M
Output $/1M
Modality
Price vs Intelligence — Frontier & Budget Models
Three visualization types comparing OpenRouter blended pricing ($/1M tokens) against benchmark-derived intelligence scores. Prices from OpenRouter API (Jul 15, 2026 snapshot). Intelligence = composite of HLE, LiveBench, GPQA, SWE-Bench, Arena Elo.
Larger bubbles = bigger context windows. Color by provider family.
3. Radar — Top 8 Models Multi-Dimensional Comparison
Normalized scores across 6 dimensions. Higher = better performance per axis.
Raw Data
Model
Provider
Intelligence Score
Prompt $/1M
Completion $/1M
Blended $/1M
Context
Value Ratio
LiveBench Release
—
public CSV · contamination-free
Models in Release
—
auto-refreshed by hr / refresh_dashboard_data.sh
Top Overall
—
LiveBench Live Categories
Source: livebench.ai public
table_.csv (no auth). Category means computed client-side from task scores.
Rank
Model
Overall
Reasoning
Coding
Agentic Coding
Mathematics
Data Analysis
Language
Instruction Following
Mean Cost
Artificial Analysis
—
via Jina Reader (keyless)
Vellum Categories
—
via Jina Reader (keyless)
Fetched
—
r.jina.ai · no API key
Artificial Analysis — Intelligence Index
Live scrape of artificialanalysis.ai
via Jina Reader. Intelligence score, blended $/1M, output speed (tok/s).
#
Model
Provider
Context
Intelligence
Blended $/1M
Output tok/s
Vellum — Per-Benchmark Leaders
Release Items
—
keyless RSS/Atom
Feeds Live
—
labs + inference engines
Fetched
—
feedparser · no API key
Model / Engine Release Feed
Newest-first from OpenAI, Google DeepMind, Hugging Face, Together, Mistral, Qwen, vLLM, SGLang.
Anthropic has no public RSS (omitted). Keyless.
X Feed Status
—
via xurl → X API v2
Posts Captured
0
preferred lab + arena accounts
Account
—
local xurl default app
Model / Leaderboard Signals from X
Preferred accounts: ArtificialAnlys, lmsysorg, OpenRouterAI, xai, AnthropicAI, OpenAI, GoogleDeepMind, deepseek_ai, Alibaba_Qwen.
When credits are depleted the panel stays wired and surfaces the block clearly.