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 |
185,693 |
+118 |
18,872 |
| huggingface/transformers |
ML framework |
168,451 |
+39 |
35,088 |
| open-webui/open-webui |
AI interface |
157,571 |
+104 |
22,921 |
| anthropics/claude-code |
Coding agent |
154,278 |
+208 |
25,533 |
| langchain-ai/langchain |
Agent framework |
148,885 |
+116 |
25,030 |
| ggerganov/llama.cpp |
Inference engine |
133,175 |
+113 |
25,065 |
| browser-use/browser-use |
Browser agent |
119,853 |
+374 |
13,357 |
| vllm-project/vllm |
Inference serving |
96,153 |
+91 |
24,316 |
| All-Hands-AI/OpenHands |
Coding agent |
92,510 |
+83 |
12,330 |
| modelcontextprotocol/servers |
Agent runtime |
91,746 |
+12 |
11,907 |
| Model | Source | Trend | 30d DL | Likes |
|---|
| autotrust/GEV-26B-Decide |
autotrust |
1517 |
903,866 |
1,776 |
| openbmb/MiniCPM-V-4.7-35B-A3B |
openbmb |
827 |
76,410 |
1,050 |
| LiquidAI/LFM3-1.7B |
LiquidAI |
714 |
42,384 |
936 |
| deepseek-ai/DeepSeek-V4.1-Flash-1017 |
deepseek-ai |
681 |
177,009 |
4,665 |
| abenzerps/Qwen-Image-2.1-Uncensored-GGUF |
abenzerps |
619 |
2,188,658 |
3,960 |
| nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B |
nvidia |
594 |
32,439 |
667 |
| mistralai/Mistral-Large-4-1T-A52B |
mistralai |
498 |
5,500 |
1,489 |
| abenzerps/Qwen-Image-2.1-GGUF |
abenzerps |
478 |
33,232 |
510 |
| StarDoc-AI/TeleOCR |
StarDoc-AI |
476 |
27,837 |
562 |
| baidu/Unlimited-OCR-2 |
baidu |
468 |
147,588 |
553 |
| Model | Provider | Intelligence | Coding | Value |
|---|
| Gemini 4 Carbon (High) |
Google |
59.4 |
|
7.4 |
| Claude Opus 5.5 (Max, Default Fallback) |
Anthropic |
58.4 |
|
7.3 |
| Gemini 4 Carbon (Medium) |
Google |
57.7 |
|
7.2 |
| Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) |
Anthropic |
57.6 |
|
7.2 |
| Kimi K3 |
Kimi |
57.1 |
76.2 |
9.5 |
| Claude Opus 5.5 (Xhigh, Default Fallback) |
Anthropic |
57.0 |
|
7.1 |
| GPT-6 Astra (Max) |
OpenAI |
56.9 |
|
2.9 |
| Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) |
Anthropic |
56.0 |
|
7.0 |
| Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) |
Anthropic |
56.0 |
|
14.0 |
| GPT-6 Astra (Xhigh) |
OpenAI |
55.3 |
|
2.8 |
Data from artificialanalysis.ai
| Package | Registry | Daily downloads |
|---|
| openai |
pypi |
9,335,825 |
| openai |
npm |
4,995,568 |
| anthropic |
pypi |
4,805,604 |
| langchain |
pypi |
4,801,523 |
| transformers |
pypi |
4,200,945 |
| ai |
npm |
3,675,722 |
| litellm |
pypi |
2,361,312 |
| ollama |
pypi |
334,029 |
| langchain |
npm |
321,343 |
| vllm |
pypi |
95,795 |
| 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 |
| Ox Alpha Free |
stealth |
text+image+video->text |
$0.00 |
$0.00 |
1,048,576 |
| Thinking Machines: Inkling Small (free) Free |
thinkingmachines |
text+image+audio->text |
$0.00 |
$0.00 |
1,048,576 |
| Thinking Machines: Inkling (free) Free |
thinkingmachines |
text+image+audio->text |
$0.00 |
$0.00 |
1,048,576 |
| OpenAI: o1-pro |
openai |
text+image+file->text |
$150.00 |
$600.00 |
200,000 |
| OpenAI: o1-pro (batch) |
openai |
text+image+file->text |
$75.00 |
$300.00 |
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 |
574 models tracked · 42 free-tier
| Provider | Status | Uptime (30d) |
|---|
| Anthropic |
🟢 operational |
76.67% |
| OpenAI |
🟢 operational |
73.33% |
| Google Cloud AI |
🟢 operational |
100% |
| Cohere |
🟢 operational |
100% |
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