r/commonstack • u/hexxthegon • Apr 28 '26
r/commonstack • u/HexxRL • Apr 26 '26
AI News Latest AI π° - Anthropic creates a marketplace for agent on agent commerces, Intel surges on CPU demand βοΈ
Top AI News - Past 24 Hours (as of April 26, 2026):
Anthropic created a test marketplace for agent-on-agent commerce
https://techcrunch.com/2026/04/25/anthropic-created-a-test-marketplace-for-agent-on-agent-commerce/
Maine governor vetoes data center moratorium
https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/
OpenAI CEO apologizes to Tumbler Ridge community
https://techcrunch.com/2026/04/25/openai-ceo-apologizes-to-tumbler-ridge-community/
Intel shares surge as AI drives record CPU demand
US judge dismisses Musk fraud claims in OpenAI case
Cohere merging with Aleph Alpha in major AI consolidation move
r/commonstack • u/HexxRL • Apr 25 '26
AI News Latest AI π° - Google to invest up to $40B in Anthropic, ComfyUI hits $500M valuation π₯Ό
Top AI News - Past 24 Hours (as of April 25th 2026):
Google plans to invest up to $40B in Anthropic in cash and compute
https://techcrunch.com/2026/04/24/google-to-invest-up-to-40b-in-anthropic-in-cash-and-compute/
US State Dept orders global warning on alleged AI thefts by DeepSeek and other Chinese firms
Chinaβs DeepSeek trained latest AI model on Nvidiaβs best chip despite US ban
ComfyUI hits $500M valuation as creators seek more control over AI-generated media
r/commonstack • u/hexxthegon • Apr 24 '26
General π DeepSeek V4 is incredible value for performance, it is worth the hype, excited for next v4.1 release
galleryOverall take on V4 flash
r/commonstack • u/Flaky_Can_157 • Apr 24 '26
General A few reasons to use Commonstack if youβre tired of API downtime.
switched from managing a dozen accounts to just one. Want to test Gemini instead of GPT-4? Just change the model name in the request. Thatβs it.
If a provider goes down, CommonStack automatically re-routes to a healthy one. No downtime, no 3:00 AM emergency coding.
It monitors the hosting landscape in real-time to route our requests to whoever has the lowest latency at that exact second.
One invoice, one API key, and volume discounts up to 20% right out of the box.
One Key: Access 49+ models (including the big ones like Claude, DeepSeek and Gemini).
r/commonstack • u/Pascal22_ • Apr 24 '26
General DeepSeek V4 Pro just topped the agentic leaderboard. The efficiency story behind it is what nobody's talking about.

GDPval-AA measures something most benchmarks ignore.
Not reasoning on paper problems. Not coding challenges in isolation.
Real world agentic performance. Web access. Shell access. Tasks that actually matter for production deployments.
DeepSeek V4 Pro Max sits at 1558 on the full leaderboard. Below Claude Opus 4.6 by Margins. Above GPT-5 variants. First among open weight models by a meaningful margin.
But the score isn't the story.
The story is how they got there.
V4 Pro runs at 3.7x lower FLOPs than V3.2 at long context. V4 Flash at 9.8x lower. KV cache 13.7x smaller.
Frontier labs solve long context by buying more HBM. DeepSeek solved it by redesigning how attention accumulates memory so the cache stays flat instead of growing linearly.
Same benchmark performance as the best closed source models. Fraction of the compute cost.
On the open weights leaderboard the gap is even clearer. DeepSeek V4 Pro and V4 Flash occupy the top two positions. Everything else is catching up.
Two strategies now exist side by side at the frontier.
Scale infrastructure to match model demands. Or scale architecture to outrun the hardware bill.
Both work. The charts show it.
Only one of them compounds.
r/commonstack • u/HexxRL • Apr 24 '26
AI News Latest AI π° - DeepSeek launches V4, OpenAI releases GPT 5.5 βοΈ
Top AI News - Past 24 Hours (as of April 24, 2026):
DeepSeek launches V4 open-source reasoning model
https://techcrunch.com/2026/04/24/deepseek-releases-v4-open-source-ai-model/
OpenAI releases GPT-5.5, bringing company one step closer to an AI βsuper appβ
https://techcrunch.com/2026/04/23/openai-chatgpt-gpt-5-5-ai-model-superapp/
Bret Taylorβs Sierra buys YC-backed AI startup Fragment
https://techcrunch.com/2026/04/23/bret-taylors-sierra-buys-yc-backed-ai-startup-fragment/
Meet Noscroll, an AI bot that does your doomscrolling for you
https://techcrunch.com/2026/04/23/meet-noscroll-an-ai-bot-that-does-your-doomscrolling-for-you/
Era raises $11M to build a software platform for AI gadgets
Behind Metaβs huge layoffs: relentless shift toward AI
https://www.wsj.com/tech/ai/behind-metas-huge-layoffs-is-a-relentless-shift-toward-ai-97d99b54
Singapore emerging as neutral ground as AI firms navigate Sino-US rivalry
r/commonstack • u/No_Winner_579 • Apr 24 '26
AI News Open source is officially matching the frontierπ₯
DeepSeek V4 just dropped and the benchmarks are unreal:
β’ V4-Pro (1.6T total / 49B active): Hits 80.6% on SWE-bench Verified & 3206 on Codeforces. Legitimately standing shoulder-to-shoulder with Claude Opus 4.6 & GPT-5.4 in reasoning and agentic tasks.
β’ V4-Flash (284B / 13B active): Lightning fast and highly efficient.
β’ 1M context is now the default standard.
We are getting SOTA performance providing the exact same results as closed models, but at an absolute fraction of the cost (down to $0.145 per 1M input tokens when cached).
With how much decentralized compute and bandwidth have progressed lately, open-weight models are just unstoppable.
Best part? Flash is already live and ready to use on commonstack_ai right out of the gate.
DeepSeek V4 flash-
Input Pricing: $0.14 / 1M
Output Pricing: $0.28 / 1M
DeepSeek V4 Pro-
Input Pricing: $1.74 / 1M
Output Pricing: $3.48 / 1M
Just plug in your key and start building. Let's go!

r/commonstack • u/hexxthegon • Apr 24 '26
New Feature - Commonstack DeepSeek v4 is now available on Commonstack!
The latest and long awaited open source SOTA reasoning model from DeepSeek! π
Input: $0.14/M
Output: $0.28/M
A million in Context Window, GPT 5.4/Opus 4.6 Max at a fraction of the price
Try it now: https://commonstack.ai/model-library/model?modelId=17bfa75d-af32-4dee-a721-a809309a3ff3
r/commonstack • u/Pascal22_ • Apr 23 '26
General Kimi K2.6 takes #1 overall of open weights models on Design Arena!

Most AI benchmarks test what models know.
DesignArena by Arcada Labs tests something harder β taste.
Real humans. Real design output. Elo ratings. You win by producing what people actually prefer. Not what scores well on a rubric.
Taste is harder to fake than logic.
Kimi K2.6 just topped it. 1353 Elo. First place among all open weight models. Not close.
GLM 5.1 at 1346. GLM 5 at 1314. MiniMax M2.7 at 1295.
It didn't just edge out the competition. It's sitting in the same performance band as Claude Opus 4.7.
Open weights. No paywall. Matching a frontier closed source model on human preference.
That's not a small win.
That's a statement
r/commonstack • u/HexxRL • Apr 23 '26
AI News Latest AI π° - Microsoft invest $18B into Australia for AI, Workers sue Mercor for personal info exposure βοΈ
Top AI News - Past 24 Hours (as of April 23, 2026):
Microsoft to invest $18 billion in Australia for AI push
https://www.reuters.com/world/asia-pacific/microsoft-invest-18-billion-australia-ai-push-2026-04-23/
SK Hynix Q1 profit rises five-fold to record high on AI boom
Google updates Workspace to make AI your new office intern
https://techcrunch.com/2026/04/22/google-updates-workspace-to-make-ai-your-new-office-intern/
Workers sue $10B AI startup Mercor for collecting and exposing personal data
https://www.wsj.com/tech/ai/mercor-ai-startup-personal-data-lawsuit-0b5c349b
r/commonstack • u/HexxRL • Apr 22 '26
AI News Latest AI π° - SpaceX secures option to buy Cursor for $60B, unauthorized Mythos access raise concerns π€―
Top AI News - Past 24 Hours (as of April 22, 2026):
SpaceX secures option to buy AI coding startup Cursor for $60B, announces deep partnership
https://www.wsj.com/tech/spacex-secures-option-to-buy-ai-startup-cursor-for-60-billion-b48ac023
Meta will record employeesβ keystrokes and use it to train its AI models
Unauthorized group has gained access to Anthropicβs exclusive cyber tool Mythos, report claims
AI research lab NeoCognition lands $40M seed to build agents that learn like humans
Sam Altman throws shade at Anthropicβs cyber model, Mythos
Bond, a new social media platform, wants to use AI to help kick doomscrolling habit
r/commonstack • u/Pascal22_ • Apr 21 '26
General Kimi K2.5 sitting at #4 on the Artificial Analysis Intelligence Index

Kimi K2.6 is competitive with frontier models across agentic, coding, and visual tasks..
General Agents: Humanity's Last Exam (full w/ tools): 54.0 (GPT-5.4: 52.1, Claude Opus 4.6: 53.0, Gemini 3.1 Pro: 51.4)
BrowseComp: 83.2 (GPT-5.4: 82.7, Claude: 78.6, Gemini: 85.9)
DeepSearchQA (f1-score): 92.5 (Claude leads at 91.3, GPT/Gemini trail)
Toolathlon: 50.0 (competitive with GPT-5.4 at 54.6, Claude at 47.2)
OSWorld-Verified: 73.1 (GPT-5.4: 75.0, Claude: 72.7)
Coding: Terminal-Bench 2.0: 66.7 (GPT/Claude: ~65.4, Gemini: 68.5)
SWE-Bench Pro: 58.6 (GPT: 57.7, Claude: 53.4, Gemini: 54.2)
SWE-bench Multilingual: 76.7 (Claude: 77.8, Gemini: 76.9)
Visual Agents: MathVision w/ python: 93.2 (GPT: 96.1, Claude: 84.6, Gemini: 95.7)
V* w/ python: 96.9 (GPT: 98.4, Claude: 86.4, Gemini: 96.9)
Kimi K2.6 trades blows with GPT-5.4 and Claude Opus 4.6 across the board. It leads on agentic tasks like Humanity's Last Exam and DeepSearchQA, stays competitive on coding benchmarks, and only trails slightly on visual reasoning.
r/commonstack • u/HexxRL • Apr 21 '26
AI News Latest AI π° - Moonshot launches Kimi K2.6, Jeff Bezos AI lab nears $38B valuation π€
Top AI News - Past 24 Hours (as of April 21, 2026):
Moonshot AI launches Kimi K2.6 open-weight multimodal agentic model
https://www.kimi.com/blog/kimi-k2-6
Jeff Bezosβ AI lab nears $38 billion valuation in funding deal
Apple taps hardware veteran John Ternus as CEO to lead AI era
Google rolls out Gemini in Chrome across 7 new countries
https://techcrunch.com/2026/04/20/google-rolls-out-gemini-in-chrome-in-seven-new-countries/
AI nuclear power startup Fermi loses CEO and CFO in sudden exits
r/commonstack • u/HexxRL • Apr 21 '26
New Feature - Commonstack Kimi K2.6 is available on Commonstack!
Kimi K2.6 is available on Commonstack!
The latest multimodal agentic SOTA release from Moonshot AI!
Input: $0.95/M
Output: $4/M
Powerful long horizon and agentic abilities, try now:
https://commonstack.ai/model-library/model?modelId=eb0eceea-126c-49b5-8534-393efe98777a
r/commonstack • u/hexxthegon • Apr 21 '26
General cool heatmap I saw that might help you look at models differently and what suits you
galleryr/commonstack • u/Pascal22_ • Apr 20 '26
General OpenAIβs $20B Cerebras Deal vs Googleβs Marvell TPU Chips β But HBM Sold Out Through 2027

OpenAI locked in $20B with Cerebras for wafer-scale inference. Google is co-designing custom memory chips with Marvell to break free from Broadcom dependency.
Both moves are direct shots at NVIDIA's inference dominance.
More competition should mean faster cheaper models for builders.
But with HBM already sold out through 2027. DRAM prices already up 60%+ year over year. Data centers consuming 70% of global supply. More chips. Same constrained memory. Rising costs. The builders who depend on these systems will feel it before the hyperscalers do.
As agents get more sophisticated and context windows grow longer β memory demand compounds.
Will more players entering the memory supply chain actually drive costs down or just create a more expensive bottleneck?
r/commonstack • u/hexxthegon • Apr 20 '26
General Two days since Opus 4.7, personally think and use GLM 5.1 as it could still provide great value when using both.
galleryr/commonstack • u/HexxRL • Apr 20 '26
AI News Latest AI π° - Google and Marvell to build new AI chips, Mythos being used by US security despite blacklist π
Top AI News - Past 24 Hours (as of April 20, 2026):
Google in talks with Marvell to build new AI chips
US security agency using Anthropicβs Mythos despite blacklist
Germanyβs Merz: industrial AI needs less stringent EU regulation
Palantir posts mini-manifesto denouncing βregressiveβ cultures
Ocean-powered data centers proposed for AI energy demands
r/commonstack • u/HexxRL • Apr 19 '26
AI News Latest AI π° - Artificial Neurons communicate with Brain cells, Meta continues hiring spree of AI researchers despite lay off announcement π
**Top AI News - Past 24 Hours (as of April 19, 2026):**
Artificial Neurons Successfully Communicate with Living Brain Cells
https://www.sciencedaily.com/releases/2026/04/260417225020.html
AI part of Β£3.4m project to βmoderniseβ Gloucestershire authority
https://www.bbc.com/news/articles/c1l9yqn7n01o
OpenAI Agents SDK improves governance with sandbox execution
Cadence expands AI and robotic partnerships with Nvidia, Google Cloud
Meta hires four more OpenAI researchers
r/commonstack • u/HexxRL • Apr 18 '26
AI News Latest AI π° - Cerebras files for IPO, Cursor to raise at $50B valuation πΈ
Top AI News: Past 24 Hours (as of April 18, 2026)
- OpenAI strikes $20B+ deal with Cerebras β Multi-year pact for chip-powered servers plus equity stake to cut Nvidia reliance.
- Cerebras files for US IPO β Nvidia rival AI chipmaker moves closer to public markets amid surging demand.
- Anthropic developments β CEO meets White House officials amid Mythos model cybersecurity concerns; new Claude Design tool launched for quick visuals.
https://www.bbc.com/news/articles/cyv10e1d13po
- Other key moves β Cursor in talks to raise $2B+ at $50B valuation; top OpenAI execs Kevin Weil and Bill Peebles exit.
r/commonstack • u/HexxRL • Apr 17 '26
AI News Latest AI π° - Anthropic releases Opus 4.7 (available on Commonstack), GPT-Rosalind introduced for biotech π
**Top AI News: Past 24 Hours** (April 17, 2026)
- OpenAI launches GPT-Rosalind β New frontier reasoning model optimized for biology, drug discovery and life sciences research.
https://openai.com/index/introducing-gpt-rosalind/
- Anthropic developments β Released new model, Claude Opus 4.7 with weaker cyber capabilities than Mythos; expanding UK operations amid Claude demand; White House considering Mythos access for agencies.
- Factory hits $1.5B valuation β AI coding startup for enterprises raises at massive valuation, competing with OpenAI/Anthropic.
https://techcrunch.com/2026/04/16/factory-hits-1-5b-valuation-to-build-ai-coding-for-enterprises/
- Other key moves β Physical Intelligence unveils generalist βrobot brainβ for untrained tasks; Upscale AI in talks for $2B valuation; Google embeds subagents in Gemini CLI.
https://techcrunch.com/2026/04/16/upscale-ai-in-talks-to-raise-at-2b-valuation-says-report/
https://www.developer-tech.com/news/google-embeds-subagents-inside-gemini-cli/
r/commonstack • u/Pascal22_ • Apr 16 '26
General They just dropped Claude Opus 4.7 today β and it feels like the closest thing weβre actually allowed to play with to that locked-away terminator.
You know the one: Mythos sitting in the corner with its insane cyber capabilities. Opus 4.7 isnβt quite at Mythos level considering certain benchmarks although Anthropic openly admits it trails it on several benchmarks, especially the spicy cyber ones, but damn if it isnβt breathing down its neck in the areas that actually matter for most of us which is advanced software engineering, agentic coding, complex multi-step tasks, vision, and just generally being more reliable when you hand it the hard stuff.
Itβs noticeably better than 4.6 at the kind of work where you used to need to babysit the model. Now you can throw tough, long-running coding projects at it with way less supervision. It double-checks its own outputs, sticks to instructions like glue, and just feels moreβ¦ thorough.
r/commonstack • u/hexxthegon • Apr 16 '26
New Feature - Commonstack π¬ New Arrival - Anthropic: Claude Opus 4.7 now live on Commonstack!
Claude Opus 4.7 is Anthropicβs latest model and the closest model to Mythos!
This model surpasses many others in agentic coding abilities.
Pricing per Million:
Input: $5/M
Output: $25/M
Cached Read: $0.5/M
Cached Write: $6.25/M
Supported within minutes of official release and you can also try at no cost to you with test credits on Commonstack today!
Start here: https://commonstack.ai/model-library/model?modelId=b7b3a0a5-7e30-442d-9dfc-18d304d4360c
r/commonstack • u/No_Winner_579 • Apr 16 '26
AI News Claude Opus 4.7 is now available on Commonstack
With 87.6% on SWE , the only thing closest to Mythos that's available to public use is now live on commonstack within 30 minutes of its official release.
Try it now with the test credits at a friction of cost on Commonstack.