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 |
177,691 |
+178 |
17,250 |
| huggingface/transformers |
ML framework |
163,297 |
+73 |
34,111 |
| open-webui/open-webui |
AI interface |
147,725 |
+254 |
21,484 |
| langchain-ai/langchain |
Agent framework |
143,340 |
+167 |
23,875 |
| anthropics/claude-code |
Coding agent |
139,811 |
+283 |
22,452 |
| ggerganov/llama.cpp |
Inference engine |
122,576 |
+340 |
21,280 |
| browser-use/browser-use |
Browser agent |
107,728 |
+224 |
11,837 |
| modelcontextprotocol/servers |
Agent runtime |
89,159 |
+38 |
11,367 |
| vllm-project/vllm |
Inference serving |
88,099 |
+227 |
20,217 |
| All-Hands-AI/OpenHands |
Coding agent |
82,996 |
+287 |
10,694 |
| Model | Source | Trend | 30d DL | Likes |
|---|
| moonshotai/Kimi-K3 |
moonshotai |
3795 |
967,622 |
9,816 |
| deepseek-ai/DeepSeek-V4-Flash-0731 |
deepseek-ai |
1844 |
236,076 |
2,014 |
| MiniMaxAI/MiniMax-H3 |
MiniMaxAI |
1284 |
0 |
1,311 |
| DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF |
DavidAU |
536 |
1,550,034 |
1,414 |
| baidu/Unlimited-OCR |
baidu |
417 |
2,601,062 |
3,838 |
| Comfy-Org/MiniMax-H3 |
Comfy-Org |
401 |
2 |
414 |
| unsloth/DeepSeek-V4-Flash-0731-GGUF |
unsloth |
397 |
69,656 |
417 |
| microsoft/Mage-Flow |
microsoft |
395 |
2,007 |
412 |
| thinkingmachines/Inkling-Small |
thinkingmachines |
243 |
8,504 |
257 |
| unsloth/Kimi-K3-GGUF |
unsloth |
242 |
128,215 |
279 |
| Model | Provider | Intelligence | Coding | Value |
|---|
| Claude Opus 5 (Adaptive Reasoning, Max Effort) |
Anthropic |
60.7 |
78.0 |
6.1 |
| Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) |
Anthropic |
60.1 |
77.0 |
6.0 |
| 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 |
| Claude Opus 5 (Adaptive Reasoning, High Effort) |
Anthropic |
58.9 |
76.5 |
5.9 |
| GPT-5.6 Sol (xhigh) |
OpenAI |
57.7 |
78.3 |
5.1 |
| Kimi K3 |
Kimi |
57.1 |
76.2 |
9.5 |
| Kimi K3 (max) |
Kimi |
57.1 |
76.2 |
9.5 |
| Claude Opus 5 (Adaptive Reasoning, Medium Effort) |
Anthropic |
56.3 |
74.3 |
5.6 |
| GPT-5.6 Sol (high) |
OpenAI |
55.9 |
77.2 |
5.0 |
Data from artificialanalysis.ai
| Package | Registry | Daily downloads |
|---|
| litellm |
pypi |
19,108,054 |
| openai |
pypi |
12,384,673 |
| langchain |
pypi |
9,378,451 |
| transformers |
pypi |
4,769,907 |
| anthropic |
pypi |
4,471,331 |
| openai |
npm |
3,098,847 |
| ai |
npm |
1,582,105 |
| ollama |
pypi |
634,457 |
| llama-index |
pypi |
262,270 |
| langchain |
npm |
215,805 |
| 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 |
374 models tracked · 18 free-tier
| Provider | Status | Uptime (30d) |
|---|
| Anthropic |
🟢 operational |
92.86% |
| OpenAI |
🟢 operational |
92.86% |
| Google Cloud AI |
🟢 operational |
100% |
| Cohere |
🟢 operational |
100% |
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