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 |
181,157 |
+100 |
17,917 |
| huggingface/transformers |
ML framework |
166,248 |
+67 |
34,615 |
| open-webui/open-webui |
AI interface |
152,392 |
+222 |
22,295 |
| langchain-ai/langchain |
Agent framework |
146,533 |
+147 |
24,504 |
| anthropics/claude-code |
Coding agent |
145,785 |
+608 |
23,563 |
| ggerganov/llama.cpp |
Inference engine |
128,576 |
+244 |
23,332 |
| browser-use/browser-use |
Browser agent |
114,954 |
+233 |
12,650 |
| vllm-project/vllm |
Inference serving |
92,024 |
+175 |
22,334 |
| modelcontextprotocol/servers |
Agent runtime |
90,418 |
+56 |
11,650 |
| All-Hands-AI/OpenHands |
Coding agent |
88,309 |
+292 |
11,597 |
| Model | Source | Trend | 30d DL | Likes |
|---|
| Edge0/Edge0-35B-A3B-preview |
Edge0 |
2446 |
37,131 |
3,288 |
| deepseek-ai/DeepSeek-V4.1-Flash |
deepseek-ai |
1380 |
390,657 |
2,976 |
| m-a-p/YuE2-3B |
m-a-p |
600 |
11,626 |
707 |
| Qwen/Qwen3.8-27B |
Qwen |
596 |
7,456,257 |
15,503 |
| TokenRhythm/NeoHorse-1-4B |
TokenRhythm |
432 |
19,789 |
2,272 |
| Lightricks/LTX-2.5 |
Lightricks |
429 |
1,602,865 |
4,210 |
| ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF |
ISTA-DASLab |
425 |
1,027,602 |
1,243 |
| openbmb/MiniCPM5-2B |
openbmb |
414 |
329,713 |
1,535 |
| microsoft/Mage-Flow |
microsoft |
395 |
2,007 |
412 |
| ukisai/Swift-Qwen3.8-27b |
ukisai |
356 |
3,221 |
371 |
| Model | Provider | Intelligence | Coding | Value |
|---|
| Kimi K3 |
Kimi |
57.1 |
76.2 |
9.5 |
| Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) |
Anthropic |
53.4 |
81.6 |
2.7 |
| Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) |
Anthropic |
53.2 |
80.7 |
2.7 |
| GPT-6 Astra (max) |
OpenAI |
52.8 |
76.9 |
2.6 |
| GPT-6 Astra (xhigh) |
OpenAI |
52.5 |
75.9 |
2.6 |
| Qwen3.8 27B |
Alibaba |
52.0 |
68.1 |
47.5 |
| Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) |
Anthropic |
51.2 |
79.1 |
2.6 |
| GPT-6 Astra (high) |
OpenAI |
51.0 |
77.1 |
2.5 |
| Claude Opus 5 (Adaptive Reasoning, Max Effort) |
Anthropic |
50.7 |
78.0 |
5.1 |
| Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) |
Anthropic |
49.7 |
76.5 |
2.5 |
Data from artificialanalysis.ai
| Package | Registry | Daily downloads |
|---|
| openai |
pypi |
6,657,480 |
| openai |
npm |
6,639,901 |
| anthropic |
pypi |
5,381,255 |
| langchain |
pypi |
5,090,727 |
| ai |
npm |
4,303,165 |
| transformers |
pypi |
3,295,071 |
| litellm |
pypi |
2,255,485 |
| langchain |
npm |
473,395 |
| ollama |
pypi |
337,601 |
| llama-index |
pypi |
115,828 |
| 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 |
496 models tracked · 35 free-tier
| Provider | Status | Uptime (30d) |
|---|
| Anthropic |
🟢 operational |
76.67% |
| OpenAI |
🟢 operational |
80% |
| Google Cloud AI |
🟢 operational |
96.67% |
| Cohere |
🟢 operational |
96.55% |
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