Dashboard
The quantitative side of what Doops tracks — repos, models, benchmarks, pricing, provider uptime. For the qualitative side — people, companies, papers, podcasts, Hacker News — see the nav above.
| Repo | Category | Stars | Δ | Forks |
|---|
| ollama/ollama |
Local inference |
176,722 |
+65 |
17,076 |
| huggingface/transformers |
ML framework |
162,882 |
+39 |
34,006 |
| open-webui/open-webui |
AI interface |
146,485 |
+131 |
21,266 |
| langchain-ai/langchain |
Agent framework |
142,434 |
+98 |
23,706 |
| anthropics/claude-code |
Coding agent |
138,954 |
+118 |
22,297 |
| ggerganov/llama.cpp |
Inference engine |
121,383 |
+101 |
20,932 |
| browser-use/browser-use |
Browser agent |
106,347 |
+239 |
11,695 |
| modelcontextprotocol/servers |
Agent runtime |
88,809 |
+25 |
11,277 |
| vllm-project/vllm |
Inference serving |
86,986 |
+95 |
19,764 |
| All-Hands-AI/OpenHands |
Coding agent |
81,851 |
+135 |
10,464 |
| Model | Source | Trend | 30d DL | Likes |
|---|
| baidu/Unlimited-OCR |
baidu |
872 |
2,500,391 |
2,990 |
| poolside/Laguna-S-2.1 |
poolside |
573 |
28,992 |
582 |
| thinkingmachines/Inkling |
thinkingmachines |
525 |
27,883 |
1,539 |
| upstage/Solar-Open2-250B |
upstage |
455 |
1,106 |
533 |
| DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF |
DavidAU |
428 |
407,421 |
467 |
| Nanbeige/Nanbeige4.2-3B |
Nanbeige |
355 |
8,169 |
357 |
| prism-ml/Ternary-Bonsai-27B-gguf |
prism-ml |
313 |
595,415 |
1,004 |
| zai-org/GLM-5.2 |
zai-org |
286 |
667,403 |
4,411 |
| prism-ml/Bonsai-27B-gguf |
prism-ml |
226 |
2,028,115 |
630 |
| microsoft/Mage-Flow |
microsoft |
212 |
891 |
215 |
| Model | Provider | Intelligence | Coding | Value |
|---|
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) |
Anthropic |
59.9 |
76.5 |
3.0 |
| GPT-5.6 Sol (max) |
OpenAI |
58.9 |
77.4 |
5.2 |
| GPT-5.6 Sol (xhigh) |
OpenAI |
57.7 |
78.3 |
5.1 |
| Kimi K3 |
Kimi |
57.1 |
76.2 |
9.5 |
| GPT-5.6 Sol (high) |
OpenAI |
55.9 |
77.2 |
5.0 |
| Claude Opus 4.8 (Adaptive Reasoning, Max Effort) |
Anthropic |
55.7 |
74.3 |
5.6 |
| GPT-5.6 Terra (max) |
OpenAI |
55.0 |
76.7 |
9.8 |
| GPT-5.5 (xhigh) |
OpenAI |
54.8 |
74.9 |
4.9 |
| Grok 4.5 (high) |
SpaceXAI |
53.8 |
72.4 |
17.9 |
| GPT-5.6 Sol (medium) |
OpenAI |
53.6 |
76.3 |
4.8 |
Data from artificialanalysis.ai
| Package | Registry | Daily downloads |
|---|
| litellm |
pypi |
24,497,576 |
| openai |
pypi |
14,080,157 |
| langchain |
pypi |
10,218,086 |
| anthropic |
pypi |
6,967,049 |
| transformers |
pypi |
6,715,530 |
| openai |
npm |
5,147,085 |
| ai |
npm |
3,258,966 |
| ollama |
pypi |
645,694 |
| langchain |
npm |
473,708 |
| llama-index |
pypi |
281,572 |
| Model | Provider | Modality | Input $/1M | Output $/1M | Context |
|---|
| Google: Lyria 3 Pro Preview Free |
google |
text+image->text+audio |
$0.00 |
$0.00 |
1,048,576 |
| Google: Lyria 3 Clip Preview Free |
google |
text+image->text+audio |
$0.00 |
$0.00 |
1,048,576 |
| NVIDIA: Nemotron 3 Ultra (free) Free |
nvidia |
text->text |
$0.00 |
$0.00 |
1,000,000 |
| Poolside: Laguna S 2.1 (free) Free |
poolside |
text->text |
$0.00 |
$0.00 |
262,144 |
| Poolside: Laguna XS 2.1 (free) Free |
poolside |
text->text |
$0.00 |
$0.00 |
262,144 |
| OpenAI: o1-pro |
openai |
text+image+file->text |
$150.00 |
$600.00 |
200,000 |
| OpenAI: GPT-4 |
openai |
text->text |
$30.00 |
$60.00 |
8,191 |
| OpenAI: GPT-5.4 Pro |
openai |
text+image+file->text |
$30.00 |
$180.00 |
1,050,000 |
| OpenAI: GPT-5.5 Pro |
openai |
text+image+file->text |
$30.00 |
$180.00 |
1,050,000 |
| Anthropic: Claude Opus 4.7 (Fast) |
anthropic |
text+image+file->text |
$30.00 |
$150.00 |
1,000,000 |
340 models tracked · 18 free-tier
| Provider | Status | Uptime (30d) |
|---|
| Anthropic |
🟢 operational |
100% |
| OpenAI |
🟢 operational |
100% |
| Google Cloud AI |
🟢 operational |
100% |
| Cohere |
🟢 operational |
100% |
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