
近期AI圈跟别人打招呼的方式,都变成了“养虾了吗?”OpenClaw这个被开发者亲切称为“龙虾”的智能体工具,仅用4个月就斩获超25万GitHub星标,直接打破了此前闭源智能体的技术与成本壁垒,为普通人提供了上手AI的绝佳实践机会。
与Manus等闭源智能体不同,龙虾OpenClaw的最大特征就是开源开放,允许任何人下载并修改代码、贡献技能,每一位开发者都能参与其中。与这只龙虾最适配的“虾粮”,就是开源模型。

在最新的OpenClaw模型调用量榜单上,中国开源模型稳占过半席位,其中阶跃星辰新旗舰模型Step 3.5 Flash,凭借“更快、更强、更稳”的核心优势,连续一周稳居单日调用榜首。根据OpenRouter最新数据,过去30天内,Step 3.5 Flash在OpenClaw上的tokens调用总量已位居全球第一,超越Kimi K2.5、MiniMax M2.5,成为OpenRouter上小龙虾的「Top1 模型」,获得全球小龙虾用户的认可。
目前OpenClaw的日榜与月榜前三甲被中国大模型Step 3.5 Flash、Kimi K2.5、MiniMax M2.5包揽,“国产龙虾三剑客”格局由此形成,共同展现出中国开源模型的强劲竞争力。不局限于OpenClaw单一APP,Step 3.5 Flash在OpenRouter统计的全球大模型调用量中增速同样明显,过去7天调用量达853B tokens,环比增速90%,与MiniMax M2.5、DeepSeek V3.2一起位居全球前五。

不难发现,开源生态给了普通人把握AI的绝佳机会。我们就带着好奇,去看一个个普通人如何以龙虾为舟,以国产模型为翼,追赶时代的风口。

最近,有科技大厂在线下免费为大众安装“龙虾”,支持自带电脑,吸引了从青少年到老年人的各类人群排队参与。对此,有开发者十分迷惑:如果普通人连OpenClaw的安装都无法独立完成,后续的维护与二次开发,基本难以实现。
这一现象恰恰说明,OpenClaw带来了实践AI的绝佳机会,上到九十九,下到刚会走,人人都想“养虾”试试,但传统安装方式的门槛确实让人望而却步。普通人养虾的入门困扰主要集中在几个方面:
部署难。看不懂命令行界面,环境配置复杂,新手很难独立完成安装。
不会用。不知道去哪找靠谱的Skills,也难以判断开源Skills有没有安全风险。
成本高。“Agent任务带来的token海量消耗太贵了,用不起”是很多人对AI智能体的普遍质疑,让想尝鲜的人望而却步。
如果不能有效降低这些门槛,就会有很多人被挡在了这一波智能体趋势之外。
阶跃桌面Agent产品——阶跃AI桌面伙伴,有了它,哪怕是新手,也不用在黑乎乎的命令行面前怀疑人生,一条指令就能养上龙虾:
第一步,安装阶跃AI桌面伙伴。
第二步,直接复制以下指令:

这个桌面伙伴就会自动分解任务步骤,接下来是第三步:让小跃开始执行。

它就会自己上网查资料、学教程,访问GitHub仓库……把苦活累活全都干了。
我只需要提前准备好APIKey,全程轻点鼠标确认即可,几乎不用手动输入命令、配置环境,就能顺畅完成龙虾的安装与运行。整个过程对普通用户非常友好,不用再被复杂的命令行和报错卡住,真正做到极速部署、轻松养虾。
阶跃星辰完整的AI应用生态,让普通人也可以直接使用它为龙虾换上“大脑”,解决龙虾本地部署的入门难题。
然而,那些通过本地部署模型来驱动Agent的高级玩家,还面临更多困境:
开源保守。部分所谓的“开源”模型流于表面,开发者无法进行深度修改,导致使用效果不佳,难以适配自身实际需求。
生态薄弱。一些开源模型的使用者和贡献者数量有限,资源匮乏,新人开发者找不到合适的工具和指导,上手比较难。
在欧美普遍靠GPT、Gemini等闭源模型来驱动龙虾的时候,中国科技企业却走出了一条差异化道路,积极开源。OpenClaw的模型榜单上,国产模型战绩可查。
其中,阶跃星辰全链路开源了自己最强的Agent基座模型——Step 3.5 Flash,被网友直呼“源神”。

有开发者发帖吐槽一段养虾经历:让Gemini换一个便宜的国产大模型API,结果Gemini自己编了一个假的,底层跑的依旧是Gemini,收到巨额账单时才发现被骗了。
可见,对于OpenClaw这类需要复杂推理、长时间运行的Agent系统,速度快、推理强、成本低的模型是开发者的核心诉求。
所以,Step 3.5 Flash发布后,迅速吸引了大量开发者的关注与使用,成为“养虾人”的不二之选,精准击中了上述需求,具体体现在两点:
首先是好用。Step 3.5 Flash是阶跃星辰迄今为止能力最强的开源基础模型,具备强大推理能力与Agent智能,有报告显示,其在Agent任务上性能优于Gemini3。其主要表现就是智商高、速度快,推理速度最高可达350 tokens/秒,相当于秒回。

此外,Step 3.5 Flash允许开发者和企业免费下载、部署、微调和商用,模型本身成本近乎为零,彻底解决了大模型“虾粮”太贵的痛点。
如果你是专业开发者,Step 3.5 Flash的开源也更为彻底,支持精调,让龙虾更匹配你的个性化需求。
而此前,很多开源模型只提供结果、不开放过程,开发者拿到的只是一个“黑箱”,难以进行深度定制。而Step 3.5 Flash不仅开源模型本身,更将预训练权重(Base)、中训练权重(Midtrain)以及配套的Steptron训练框架一并开放,让开发者能够真正上手打造属于自己的Agent。

(图注:已开源的Steptron 训练框架)
好用、便宜、开源彻底,难怪全球开发者都被Step 3.5 Flash这类国产模型征服了,不仅彰显了国产开源模型在全球AI生态中的竞争力,也让普通人有了跟上龙虾热潮的有力工具。

开源领域有一句话,“Community Over Code”(社区大于代码)。强大的社区比优秀的代码更重要。一个繁荣的社区,由无数个人和企业开发者组成,对AI技术进步和商业化至关重要。
从技术层面来说,只有开发者、使用者越多,贡献的代码越丰富,开源项目才能实现长期可持续发展,及时修正代码问题、推动技术快速迭代,产品持续保持竞争力。
从商业层面来说,更多开发者将模型应用于各类场景、进行深度训练,才能扩大模型使用规模,推动API调用量增长,进而打开Token经济的商业前景。
“养虾”是为了让普通人能用上AI工具,因此,大模型不能封闭在大厂实验室里,全栈开放很有必要,也是行业发展的必然趋势。阶跃星辰通过Step 3.5 Flash的深度开源,已经在践行这一方向,为开源生态提供支持。有开发者在社区感谢阶跃星辰。因为现在已经很少有人会发布真实的预训练模型了,社区里的基础模型越来越少见了,Step 3.5 Flash就成为开发者需要的新鲜源力。

此外,深度开源的策略,相当于持续维护的长期承诺,有利于增强开发者的信心。Step 3.5 Flash的开源范围之广,此前鲜有友商能够企及。
有网友评价:“与权重一同发布Steptron OSS才是真正有趣的部分。大多数实验室都会发布权重,但却不会公开训练流程。当你同时拥有这两种工具时,你实际上就能够进行有意义的微调实验,而不再只是将LoRA堆叠在一个黑盒上。”

或许,Step 3.5 Flash的深度开源,能打破行业浅层开源的困境,成为开源大模型的“源神”,让全民养虾变为可能。当开发者能够自由下载、部署、微调模型时,智能体经济的规模化前景,才真正打开。
AI浪潮来了,普通人难免犯怵,怕自己跟不上、抓不住。现在大家热衷于“养虾”,就是想实实在在上手试试AI,不再只做旁观者。“国产龙虾三剑客”之所以得到全球开发者的认可与喜爱,就是因为真正帮普通人降低了养虾门槛。其中,开源更彻底的阶跃星辰,更是把技术门槛拉到最低。
看得出来,阶跃是真心想做好开源、做好模型,也愿意把技术开放给更多人。不想错过AI浪潮的人,不妨就从Step 3.5 Flash入手,快速体验养虾的乐趣。
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Facebook TwitterThreads FlipboardPrintEmailAdd Fox News on GoogleFox News Flash top sports headlines for March 15
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NEWYou can now listen to Fox News articles! Tennessee Volunteers catcher Stone Lawless thought he had given his team the lead in the top of the ninth inning against the Georgia Bulldogs on Sunday, but his dramatic bat slam was all for naught.
Lawless drove Bulldogs pitcher Justin Byrd’s pitch deep to left field. He slammed the bat on the ground and began to celebrate with his teammates in the dugout. However, Georgia left fielder Cole Johnson leaped at the wall and robbed the home run.
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Tennessee’s Stone Lawless at bat against Nicholls during an NCAA college baseball game on Feb. 13, 2026, in Knoxville, Tennessee. (Saul Young/News Sentinel / USA TODAY NETWORK via Imagn Images)
Johnson and his Bulldogs teammates celebrated the 8-7 win. Lawless was stunned.
"Initially, I didn't think it was a no-doubter. I thought he caught the ball off the end of the bat," Georgia head coach Wes Johnson said after the game, via the team’s website. "When Cole was going back, he works on that stuff. He gets after it in batting practice and works on that. Then when I saw him make the catch, I couldn't believe it."
Cole Johnson said he knew that if the ball was going to be a home run, it would have been out of his reach.
2026 NCAA MEN'S BASKETBALL TOURNAMENT SELECTIONS REVEALED

Tennessee catcher Stone Lawless (27) hits a fly ball during the SEC Baseball Tournament Semifinals game between Tennessee Volunteers and Vanderbilt Commodores on May 24, 2025, at Hoover Metropolitan Stadium in Hoover, Alabama. (David Buono/Icon Sportswire via Getty Images)
"I knew it was going to be right up against the wall, and if it was a homer, it wasn't going to be out by much," he said. "I was just trying to get my back against the wall as quick as I could."
Tennessee had a 6-3 lead in the top of the seventh inning, but a five-run inning in the bottom of the frame put Georgia up. Bryce Callaway’s three-run home run helped give Georgia the lead.

A Georgia baseball cap during the men's college baseball game between the Georgia Bulldogs and the Georgia Tech Yellow Jackets on March 3, 2024 at Coolray Field in Lawrenceville, Georgia. (David J. Griffin/Icon Sportswire via Getty Images)
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The Bulldogs are 17-4 on the year. Tennessee fell to 14-6.
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" alt="Georgia's home run robbery saves win">
Facebook TwitterThreads FlipboardPrintEmailAdd Fox News on GoogleGunnar Henderson and Roman Anthony hit home runs to give the United States the lead over the Dominican Republic
Gunnar Henderson and Roman Anthony each hit home runs to give the United States the lead over the Dominican Republic.
NEWYou can now listen to Fox News articles! Team USA is headed back to the World Baseball Classic (WBC) final, as they toppled the Dominican Republic, 2-1, in a thriller in Miami on Sunday night.
The U.S., who fell to Japan in the WBC final in 2023, will look for redemption against either Venezuela or Italy, who play their semifinal matchup on Monday night.
The hype and hysteria coming into this contest between two world baseball powerhouses lived up to it all despite what the box score said. Both teams came in clutch during key moments, while matching the raucous energy of the crowd.
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Roman Anthony of Team United States runs around the bases after hitting a solo home run against Team Dominican Republic during the fourth inning at loanDepot park on March 15, 2026, in Miami, Florida. (Al Bello/Getty Images)
Of course, the Dominican Republic dugout and faithful went ballistic when Junior Caminero, the 22-year-old Tampa Bay Rays rising star, belted a hanging breaking ball from Skenes in the bottom of the second inning with two strikes. The ball was pelted to left field at over 400 feet, and their patented celebration ensued.
The DR got the first strike off Skenes, who had been looking forward to this start against a lineup littered with some of the best baseball players in MLB. But two innings later, it was Team USA’s own young stars who turned the game around in their favor.
Gunnar Henderson, who manager Mark DeRosa chose to play at third base, his secondary position as a shortstop for the Baltimore Orioles, over Alex Bregman, one of the best defensive players at the hot corner in MLB, due to how well he hit Luis Severino. The veteran right-hander was amped for his start for the DR, and his emotion showed it.
JAPAN SUFFERS SHOCKING COLLAPSE TO VENEZUELA IN WORLD BASEBALL CLASSIC
However, DeRosa’s decision came down to how much success Henderson had against Severino. The decision paid off, as Henderson hit a moon shot over the right-center field fence to tie the game at one apiece.
Severino was pulled after one more batter for Gregory Soto, who was facing Boston Red Sox phenom Roman Anthony, the 21-year-old who has had a great first appearance in the WBC. After running the count full, Anthony took advantage of a fastball right down the middle, launching it over the center field wall to take a 2-1 lead.

Paul Skenes of Team United States reacts after giving up a home run to Junior Caminero #13 (not pictured) of Team Dominican Republic during the second inning at loanDepot park on March 15, 2026, in Miami, Florida. (Al Bello/Getty Images)
The entire American dugout was on the field, as Anthony motioned across his chest, showing off his pride as he celebrated with teammates.
It was just what Team USA needed in the top of the fourth inning, especially after having runners at second and third with one out in the previous frame and not being able to get runs across. Aaron Judge and Kyle Schwarber both struck out to end the inning, which fired up Severino who screamed toward Team USA’s dugout.
But Judge clearly let that go from his head, as he had a crucial defensive play in the bottom of the third inning when he gunned down Fernando Tatis Jr. trying to go from first base to third. Tatis, who is a fast runner, was out by a mile, with Judge proving his elbow, which caused issues in 2025, is more than fine heading into the 2026 season.
The Dominicans ultimately chased Skenes from the game after 4.1 innings, as his final line read six hits, one earned run on the Caminero homer and two strikeouts. Severino lasted 3.1 innings, giving up five hits while striking out six Team USA hitters in an impressive outing that saw triple-digit fastballs on the radar gun.

Luis Severino of Team Dominican Republic reacts after striking out Kyle Schwarber #12 (not pictured) of Team United States to end the third inning at loanDepot park on March 15, 2026, in Miami, Florida. (Al Bello/Getty Images)
The U.S. knew a 2-1 lead was not enough, but as the Dominican bullpen continued to stifle their bats, and Julio Rodriguez appeared to rob a home run from Judge, they needed their own relievers to come through. After Tyler Rogers and Griffin Jax did their jobs, David Bednar found himself in some trouble with runners on second and third with one out – the same situation Judge and Schwarber found themselves in – in the bottom of the seventh.
But Bednar, who escaped a similar situation against Canada in the quarterfinals, struck out Tatis and Ketel Marte to get out of the jam and keep the score the same.
Garrett Whitlock was solid in the eighth inning to keep the one-run lead alive, which led to the easiest decision for DeRosa on the night: Mason Miller to pitch the ninth.
The San Diego Padres All-Star closer got a strikeout to start the inning, but things got interesting when he walked Rodriguez and Will Smith couldn't handle a pitch from Miller that allowed a free pass to second base.

Gunnar Henderson of Team USA rounds the bases after hitting a solo home run in the fourth inning of the 2026 World Baseball Classic WBC game presented by Capital One between Team USA and Team Dominican Republic at loanDepot park on Sunday, March 15, 2026, in Miami, Florida. (Daniel Shirey/WBCI/MLB Photos)
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Oneil Cruz moved Rodriguez to third on a groundnut to Bobby Witt Jr., leaving Geraldo Perdomo as the DR's last hope. He had a clutch at-bat earlier in the game, one that could've tied it up if Wells read the line drive to center field better from second base.
But Miller got Perdomo looking on a 3-2 slider at the bottom of the zone to secure Team USA's spot in the WBC final.
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" alt="Team USA back in World Baseball Classic final with win over Dominican Republic">