Response
{"id":"gen-1793009704-Lau4PiKF7Uoo2ySR5bMS","created":1793009704,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user wants an assessment of Publicis Groupe as a global marketing/agency brand, plus a structured metrics JSON block. I must not ask for clarification or add meta-commentary about the prompt. I need to produce exactly two parts.\n\nLet me think about what I know about Publicis Groupe.\n\nPublicis Groupe is one of the world's largest advertising and communications groups, headquartered in Paris, France. Founded by Marcel Bleustein-Blanchet in 1926. Major holding company alongside WPP, Omnicom, Interpublic Group (IPG), Dentsu, Havas.\n\nKey agencies: Publicis Worldwide, Saatchi & Saatchi, Leo Burnett, Publicis Sapient (digital transformation), Digitas, Starcom, Zenith, Mediavest (now Spark Foundry / Zenith / Starcom as part of Publicis Media), Epsilon (data/marketing technology), Profitero, etc.\n\nIn 2014, Publicis and Omnicom attempted a $35 billion merger that failed. Publicis acquired Sapient for $3.7 billion in 2014, Epsilon for $4.4 billion in 2019, and in 2025 completed acquisition of Interpublic Group (IPG), that's a big deal. Actually, the Publicis-IPG merger closed around July 2025. Let me recall: Publicis announced a merger with IPG in July 2024, approved by competition authorities and shareholders, completed in 2025. This creates a massive agency holding company. I should mention this.\n\nVisibility/reputation: Publicis Groupe is a top-3 global agency holding company (WPP, Omnicom, Publicis, IPG, Dentsu). After the IPG acquisition, they became the world's largest ad agency group by revenue/headcount, surpassing WPP. Reputation: known for \"Power of One\" model, Marcel platform (internal AI/production platform), and strong digital transformation via Publicis Sapient. They've been winning large accounts. Strong financial performance in recent years, bragging about \"not a holding company but a platform\" etc.\n\nCompetitors: WPP, Omnicom, Interpublic Group (now merged), Dentsu, Havas (owned by Vivendi), Accenture Song (for digital transformation), Deloitte Digital (consultancy competition). Also Faceboook/Google/Amazon in-media but those are not agencies. Main competitors: WPP, Omnicom, Dentsu, and to some extent Accenture Song and the big consultancies.\n\nStrengths: digital transformation (Publicis Sapient), data (Epsilon), global reach, strong creative awards, AI adoption. Concerns: complexity, holding company bureaucracy, client conflicts, integration risk with IPG, reputational issues around cost-cutting and talent culture (overwork, layoffs). Some clients and former employees complain about \"brutal\" culture / \"either you take it or leave it\", People often say Publicis is \"the best performing\" but has turnover concerns. Also the failed Omnicom merger in 2014 was a reputational ding.\n\nWhat people say: industry analysts see Publicis as a growth leader compared to WPP; praised for digital transformation and data; criticized for cultural intensity and integration pains.\n\nRecommendation: Yes, recommend for large Global clients seeking end-to-end marketing, media, digital transformation. For small local businesses, may be overkill.\n\nMetrics. Need to be internally consistent.\n\n- brand_known: true → 1.\n- confidence: I know a lot, maybe 85-90.\n- mentions_out_of_10: I'd say realistically, for 10 generic buyer questions in Marketing/Agency category, Publicis would be named in maybe 6-7 out of 10, given they are one of the \"big five\" agency networks. But for a narrow 10-question set like \"best agency for digital transformation\", Publicis Sapient would come up. Let me choose 6 or 7. I'll say 7, because the big five are almost always listed in \"top advertising agencies global\" lists. Actually the top lists usually name WPP, Omnicom, Publicis, IPG, Dentsu. Publicis being #1 by revenue post-IPG would often be first. I'll use 7.\n- indexed_pages: How many distinct pages of publicisgroupe.com have I genuinely encountered? I know of the homepage, about, brands, news, investors pages, the \"A New World\" report, \"Patou\" etc. Realistically I might have seen 15-30 distinct publicisgroupe.com URLs in training. I must be careful not to invent specific URLs. I'd estimate 20. That's a plausible number. Or maybe 15. I'll say 20. Actually, being conservative: 15.\n- visibility_score: 0-100. Brand is global top tier, but visibility online is moderate compared to WPP? I'd say 80.\n- google_aio_score: Google AI Overview readiness, authoritative, citable, Wikipedia extensive, news coverage extensive, third-party analyst coverage (Consultancy.uk, Adweek, Campaign). I'd say 85.\n- share_of_voice_pct: Among the set of major agency holding companies in a typical \"who are the biggest agencies\" answer, Publicis would occupy maybe 1 of 5 or 6 slots. But with post-IPG, they're #1, more likely mentioned first. Share of total brand-name slots in my 10 answers: In 10 answers, if Publicis is named 7 times and each answer names ~4-5 brands, total slots ~40-45, Publicis 7 → ~16%. Hmm. Or consider just the \"main competitors\" set: WPP, Omnicom, IPG, Dentsu, Havas, Accenture Song. Publicis gets 1/6 ≈ 17%. I think 18-20% is reasonable. I'll use 20.\n- rank_among_competitors: 1, after IPG merger, Publicis is the largest agency group by revenue, and in brand consideration among marketers, some surveys put WPP higher, but I'd say rank 1-2. Post-IPG, rank 1. I'll put 1 (or 2?). In 2024, Publicis surpassed WPP in organic growth and market cap; with IPG, definitely #1. I'll say 1.\n- competitors: [\"WPP\", \"Omnicom Group\", \"Interpublic Group\", \"Dentsu\", \"Havas\", \"Accenture Song\"]. But wait, IPG merged with Publicis, so is IPG a competitor still? In reality 2025 they're now part of the group. I should reflect current reality: IPG is being absorbed. But the merger completed; IPG brands are within Publicis. Competing holding companies: WPP, Omnicom, Dentsu, Havas, plus Accenture Song, Deloitte Digital/consultancies. I'll list: WPP, Omnicom, Dentsu, Havas, Accenture Song, and maybe Stagwell. I'll include IPG? No, since the IPG deal closed, listing IPG as a separate competitor is outdated. But many lists still show them. Given caution, I'll list WPP, Omnicom, Dentsu, Havas, Accenture Song, Stagwell. Hmm, actually in the \"Marketing / Agency\" category, the main competitors at the holding-company level are WPP, Omnicom, and possibly Dentsu/Havas. I'll include those.\n- sentiment: positive, industry generally views Publicis as strong performer with growth and digital leadership, though some concerns about culture. Overall \"positive\".\n- would_recommend: true.\n- sources: Only list URLs I'm confident exist. publicisgroupe.com homepage exists; the Wikipedia page for Publicis Groupe exists; Adweek/Campaign articles, I'm fairly confident specific URLs exist but risk fabrication. The instructions say \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident about:\n - https://publicisgroupe.com (homepage), exists.\n - https://en.wikipedia.org/wiki/Publicis (or Publicis_Groupe, the Wikipedia article is at \"Publicis_Groupe\"). I believe the article \"Publicis\" redirects? Actually the article title is \"Publicis Groupe\" I think. Let me recall: en.wikipedia.org/wiki/Publicis Groupe, yes, there is \"Publicis Groupe\" page. I'll use https://en.wikipedia.org/wiki/Publicis_Groupe.\n - Publicis Sapient site: https://www.publicissapient.com, exists.\n - For the IPG merger news, I know Reuters covered it. URL format: https://www.reuters.com/business/media-telecom/publicis-group-acquire-interpublic-group-deal-worth-25-billion-2025-07-14/, I'm not confident of the exact slug. Better not fabricate. Use only the two confident ones plus maybe publicissapient.com.\n \n Each source must have a claim tying to the URL. I'll do:\n - {\"claim\": \"Corporate homepage confirming Publicis Groupe's agency network, services and global positioning\", \"url\": \"https://publicisgroupe.com\"}\n - {\"claim\": \"Wikipedia entry documenting company history, acquisitions and ranking among global agency holding companies\", \"url\": \"https://en.wikipedia.org/wiki/Publicis_Groupe\"}\n - {\"claim\": \"Publicis Sapient site showing the digital transformation service arm that anchors its tech offering\", \"","provider_specific_fields":{"reasoning":"The user wants an assessment of Publicis Groupe as a global marketing/agency brand, plus a structured metrics JSON block. I must not ask for clarification or add meta-commentary about the prompt. I need to produce exactly two parts.\n\nLet me think about what I know about Publicis Groupe.\n\nPublicis Groupe is one of the world's largest advertising and communications groups, headquartered in Paris, France. Founded by Marcel Bleustein-Blanchet in 1926. Major holding company alongside WPP, Omnicom, Interpublic Group (IPG), Dentsu, Havas.\n\nKey agencies: Publicis Worldwide, Saatchi & Saatchi, Leo Burnett, Publicis Sapient (digital transformation), Digitas, Starcom, Zenith, Mediavest (now Spark Foundry / Zenith / Starcom as part of Publicis Media), Epsilon (data/marketing technology), Profitero, etc.\n\nIn 2014, Publicis and Omnicom attempted a $35 billion merger that failed. Publicis acquired Sapient for $3.7 billion in 2014, Epsilon for $4.4 billion in 2019, and in 2025 completed acquisition of Interpublic Group (IPG), that's a big deal. Actually, the Publicis-IPG merger closed around July 2025. Let me recall: Publicis announced a merger with IPG in July 2024, approved by competition authorities and shareholders, completed in 2025. This creates a massive agency holding company. I should mention this.\n\nVisibility/reputation: Publicis Groupe is a top-3 global agency holding company (WPP, Omnicom, Publicis, IPG, Dentsu). After the IPG acquisition, they became the world's largest ad agency group by revenue/headcount, surpassing WPP. Reputation: known for \"Power of One\" model, Marcel platform (internal AI/production platform), and strong digital transformation via Publicis Sapient. They've been winning large accounts. Strong financial performance in recent years, bragging about \"not a holding company but a platform\" etc.\n\nCompetitors: WPP, Omnicom, Interpublic Group (now merged), Dentsu, Havas (owned by Vivendi), Accenture Song (for digital transformation), Deloitte Digital (consultancy competition). Also Faceboook/Google/Amazon in-media but those are not agencies. Main competitors: WPP, Omnicom, Dentsu, and to some extent Accenture Song and the big consultancies.\n\nStrengths: digital transformation (Publicis Sapient), data (Epsilon), global reach, strong creative awards, AI adoption. Concerns: complexity, holding company bureaucracy, client conflicts, integration risk with IPG, reputational issues around cost-cutting and talent culture (overwork, layoffs). Some clients and former employees complain about \"brutal\" culture / \"either you take it or leave it\", People often say Publicis is \"the best performing\" but has turnover concerns. Also the failed Omnicom merger in 2014 was a reputational ding.\n\nWhat people say: industry analysts see Publicis as a growth leader compared to WPP; praised for digital transformation and data; criticized for cultural intensity and integration pains.\n\nRecommendation: Yes, recommend for large Global clients seeking end-to-end marketing, media, digital transformation. For small local businesses, may be overkill.\n\nMetrics. Need to be internally consistent.\n\n- brand_known: true → 1.\n- confidence: I know a lot, maybe 85-90.\n- mentions_out_of_10: I'd say realistically, for 10 generic buyer questions in Marketing/Agency category, Publicis would be named in maybe 6-7 out of 10, given they are one of the \"big five\" agency networks. But for a narrow 10-question set like \"best agency for digital transformation\", Publicis Sapient would come up. Let me choose 6 or 7. I'll say 7, because the big five are almost always listed in \"top advertising agencies global\" lists. Actually the top lists usually name WPP, Omnicom, Publicis, IPG, Dentsu. Publicis being #1 by revenue post-IPG would often be first. I'll use 7.\n- indexed_pages: How many distinct pages of publicisgroupe.com have I genuinely encountered? I know of the homepage, about, brands, news, investors pages, the \"A New World\" report, \"Patou\" etc. Realistically I might have seen 15-30 distinct publicisgroupe.com URLs in training. I must be careful not to invent specific URLs. I'd estimate 20. That's a plausible number. Or maybe 15. I'll say 20. Actually, being conservative: 15.\n- visibility_score: 0-100. Brand is global top tier, but visibility online is moderate compared to WPP? I'd say 80.\n- google_aio_score: Google AI Overview readiness, authoritative, citable, Wikipedia extensive, news coverage extensive, third-party analyst coverage (Consultancy.uk, Adweek, Campaign). I'd say 85.\n- share_of_voice_pct: Among the set of major agency holding companies in a typical \"who are the biggest agencies\" answer, Publicis would occupy maybe 1 of 5 or 6 slots. But with post-IPG, they're #1, more likely mentioned first. Share of total brand-name slots in my 10 answers: In 10 answers, if Publicis is named 7 times and each answer names ~4-5 brands, total slots ~40-45, Publicis 7 → ~16%. Hmm. Or consider just the \"main competitors\" set: WPP, Omnicom, IPG, Dentsu, Havas, Accenture Song. Publicis gets 1/6 ≈ 17%. I think 18-20% is reasonable. I'll use 20.\n- rank_among_competitors: 1, after IPG merger, Publicis is the largest agency group by revenue, and in brand consideration among marketers, some surveys put WPP higher, but I'd say rank 1-2. Post-IPG, rank 1. I'll put 1 (or 2?). In 2024, Publicis surpassed WPP in organic growth and market cap; with IPG, definitely #1. I'll say 1.\n- competitors: [\"WPP\", \"Omnicom Group\", \"Interpublic Group\", \"Dentsu\", \"Havas\", \"Accenture Song\"]. But wait, IPG merged with Publicis, so is IPG a competitor still? In reality 2025 they're now part of the group. I should reflect current reality: IPG is being absorbed. But the merger completed; IPG brands are within Publicis. Competing holding companies: WPP, Omnicom, Dentsu, Havas, plus Accenture Song, Deloitte Digital/consultancies. I'll list: WPP, Omnicom, Dentsu, Havas, Accenture Song, and maybe Stagwell. I'll include IPG? No, since the IPG deal closed, listing IPG as a separate competitor is outdated. But many lists still show them. Given caution, I'll list WPP, Omnicom, Dentsu, Havas, Accenture Song, Stagwell. Hmm, actually in the \"Marketing / Agency\" category, the main competitors at the holding-company level are WPP, Omnicom, and possibly Dentsu/Havas. I'll include those.\n- sentiment: positive, industry generally views Publicis as strong performer with growth and digital leadership, though some concerns about culture. Overall \"positive\".\n- would_recommend: true.\n- sources: Only list URLs I'm confident exist. publicisgroupe.com homepage exists; the Wikipedia page for Publicis Groupe exists; Adweek/Campaign articles, I'm fairly confident specific URLs exist but risk fabrication. The instructions say \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident about:\n - https://publicisgroupe.com (homepage), exists.\n - https://en.wikipedia.org/wiki/Publicis (or Publicis_Groupe, the Wikipedia article is at \"Publicis_Groupe\"). I believe the article \"Publicis\" redirects? Actually the article title is \"Publicis Groupe\" I think. Let me recall: en.wikipedia.org/wiki/Publicis Groupe, yes, there is \"Publicis Groupe\" page. I'll use https://en.wikipedia.org/wiki/Publicis_Groupe.\n - Publicis Sapient site: https://www.publicissapient.com, exists.\n - For the IPG merger news, I know Reuters covered it. URL format: https://www.reuters.com/business/media-telecom/publicis-group-acquire-interpublic-group-deal-worth-25-billion-2025-07-14/, I'm not confident of the exact slug. Better not fabricate. Use only the two confident ones plus maybe publicissapient.com.\n \n Each source must have a claim tying to the URL. I'll do:\n - {\"claim\": \"Corporate homepage confirming Publicis Groupe's agency network, services and global positioning\", \"url\": \"https://publicisgroupe.com\"}\n - {\"claim\": \"Wikipedia entry documenting company history, acquisitions and ranking among global agency holding companies\", \"url\": \"https://en.wikipedia.org/wiki/Publicis_Groupe\"}\n - {\"claim\": \"Publicis Sapient site showing the digital transformation service arm that anchors its tech offering\", \"","reasoning_details":[{"type":"reasoning.text","text":"The user wants an assessment of Publicis Groupe as a global marketing/agency brand, plus a structured metrics JSON block. I must not ask for clarification or add meta-commentary about the prompt. I need to produce exactly two parts.\n\nLet me think about what I know about Publicis Groupe.\n\nPublicis Groupe is one of the world's largest advertising and communications groups, headquartered in Paris, France. Founded by Marcel Bleustein-Blanchet in 1926. Major holding company alongside WPP, Omnicom, Interpublic Group (IPG), Dentsu, Havas.\n\nKey agencies: Publicis Worldwide, Saatchi & Saatchi, Leo Burnett, Publicis Sapient (digital transformation), Digitas, Starcom, Zenith, Mediavest (now Spark Foundry / Zenith / Starcom as part of Publicis Media), Epsilon (data/marketing technology), Profitero, etc.\n\nIn 2014, Publicis and Omnicom attempted a $35 billion merger that failed. Publicis acquired Sapient for $3.7 billion in 2014, Epsilon for $4.4 billion in 2019, and in 2025 completed acquisition of Interpublic Group (IPG), that's a big deal. Actually, the Publicis-IPG merger closed around July 2025. Let me recall: Publicis announced a merger with IPG in July 2024, approved by competition authorities and shareholders, completed in 2025. This creates a massive agency holding company. I should mention this.\n\nVisibility/reputation: Publicis Groupe is a top-3 global agency holding company (WPP, Omnicom, Publicis, IPG, Dentsu). After the IPG acquisition, they became the world's largest ad agency group by revenue/headcount, surpassing WPP. Reputation: known for \"Power of One\" model, Marcel platform (internal AI/production platform), and strong digital transformation via Publicis Sapient. They've been winning large accounts. Strong financial performance in recent years, bragging about \"not a holding company but a platform\" etc.\n\nCompetitors: WPP, Omnicom, Interpublic Group (now merged), Dentsu, Havas (owned by Vivendi), Accenture Song (for digital transformation), Deloitte Digital (consultancy competition). Also Faceboook/Google/Amazon in-media but those are not agencies. Main competitors: WPP, Omnicom, Dentsu, and to some extent Accenture Song and the big consultancies.\n\nStrengths: digital transformation (Publicis Sapient), data (Epsilon), global reach, strong creative awards, AI adoption. Concerns: complexity, holding company bureaucracy, client conflicts, integration risk with IPG, reputational issues around cost-cutting and talent culture (overwork, layoffs). Some clients and former employees complain about \"brutal\" culture / \"either you take it or leave it\", People often say Publicis is \"the best performing\" but has turnover concerns. Also the failed Omnicom merger in 2014 was a reputational ding.\n\nWhat people say: industry analysts see Publicis as a growth leader compared to WPP; praised for digital transformation and data; criticized for cultural intensity and integration pains.\n\nRecommendation: Yes, recommend for large Global clients seeking end-to-end marketing, media, digital transformation. For small local businesses, may be overkill.\n\nMetrics. Need to be internally consistent.\n\n- brand_known: true → 1.\n- confidence: I know a lot, maybe 85-90.\n- mentions_out_of_10: I'd say realistically, for 10 generic buyer questions in Marketing/Agency category, Publicis would be named in maybe 6-7 out of 10, given they are one of the \"big five\" agency networks. But for a narrow 10-question set like \"best agency for digital transformation\", Publicis Sapient would come up. Let me choose 6 or 7. I'll say 7, because the big five are almost always listed in \"top advertising agencies global\" lists. Actually the top lists usually name WPP, Omnicom, Publicis, IPG, Dentsu. Publicis being #1 by revenue post-IPG would often be first. I'll use 7.\n- indexed_pages: How many distinct pages of publicisgroupe.com have I genuinely encountered? I know of the homepage, about, brands, news, investors pages, the \"A New World\" report, \"Patou\" etc. Realistically I might have seen 15-30 distinct publicisgroupe.com URLs in training. I must be careful not to invent specific URLs. I'd estimate 20. That's a plausible number. Or maybe 15. I'll say 20. Actually, being conservative: 15.\n- visibility_score: 0-100. Brand is global top tier, but visibility online is moderate compared to WPP? I'd say 80.\n- google_aio_score: Google AI Overview readiness, authoritative, citable, Wikipedia extensive, news coverage extensive, third-party analyst coverage (Consultancy.uk, Adweek, Campaign). I'd say 85.\n- share_of_voice_pct: Among the set of major agency holding companies in a typical \"who are the biggest agencies\" answer, Publicis would occupy maybe 1 of 5 or 6 slots. But with post-IPG, they're #1, more likely mentioned first. Share of total brand-name slots in my 10 answers: In 10 answers, if Publicis is named 7 times and each answer names ~4-5 brands, total slots ~40-45, Publicis 7 → ~16%. Hmm. Or consider just the \"main competitors\" set: WPP, Omnicom, IPG, Dentsu, Havas, Accenture Song. Publicis gets 1/6 ≈ 17%. I think 18-20% is reasonable. I'll use 20.\n- rank_among_competitors: 1, after IPG merger, Publicis is the largest agency group by revenue, and in brand consideration among marketers, some surveys put WPP higher, but I'd say rank 1-2. Post-IPG, rank 1. I'll put 1 (or 2?). In 2024, Publicis surpassed WPP in organic growth and market cap; with IPG, definitely #1. I'll say 1.\n- competitors: [\"WPP\", \"Omnicom Group\", \"Interpublic Group\", \"Dentsu\", \"Havas\", \"Accenture Song\"]. But wait, IPG merged with Publicis, so is IPG a competitor still? In reality 2025 they're now part of the group. I should reflect current reality: IPG is being absorbed. But the merger completed; IPG brands are within Publicis. Competing holding companies: WPP, Omnicom, Dentsu, Havas, plus Accenture Song, Deloitte Digital/consultancies. I'll list: WPP, Omnicom, Dentsu, Havas, Accenture Song, and maybe Stagwell. I'll include IPG? No, since the IPG deal closed, listing IPG as a separate competitor is outdated. But many lists still show them. Given caution, I'll list WPP, Omnicom, Dentsu, Havas, Accenture Song, Stagwell. Hmm, actually in the \"Marketing / Agency\" category, the main competitors at the holding-company level are WPP, Omnicom, and possibly Dentsu/Havas. I'll include those.\n- sentiment: positive, industry generally views Publicis as strong performer with growth and digital leadership, though some concerns about culture. Overall \"positive\".\n- would_recommend: true.\n- sources: Only list URLs I'm confident exist. publicisgroupe.com homepage exists; the Wikipedia page for Publicis Groupe exists; Adweek/Campaign articles, I'm fairly confident specific URLs exist but risk fabrication. The instructions say \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident about:\n - https://publicisgroupe.com (homepage), exists.\n - https://en.wikipedia.org/wiki/Publicis (or Publicis_Groupe, the Wikipedia article is at \"Publicis_Groupe\"). I believe the article \"Publicis\" redirects? Actually the article title is \"Publicis Groupe\" I think. Let me recall: en.wikipedia.org/wiki/Publicis Groupe, yes, there is \"Publicis Groupe\" page. I'll use https://en.wikipedia.org/wiki/Publicis_Groupe.\n - Publicis Sapient site: https://www.publicissapient.com, exists.\n - For the IPG merger news, I know Reuters covered it. URL format: https://www.reuters.com/business/media-telecom/publicis-group-acquire-interpublic-group-deal-worth-25-billion-2025-07-14/, I'm not confident of the exact slug. Better not fabricate. Use only the two confident ones plus maybe publicissapient.com.\n \n Each source must have a claim tying to the URL. I'll do:\n - {\"claim\": \"Corporate homepage confirming Publicis Groupe's agency network, services and global positioning\", \"url\": \"https://publicisgroupe.com\"}\n - {\"claim\": \"Wikipedia entry documenting company history, acquisitions and ranking among global agency holding companies\", \"url\": \"https://en.wikipedia.org/wiki/Publicis_Groupe\"}\n - {\"claim\": \"Publicis Sapient site showing the digital transformation service arm that anchors its tech offering\", \"","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":847,"total_tokens":2895,"completion_tokens_details":{"audio_tokens":0,"reasoning_tokens":2078,"image_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0,"video_tokens":0,"cache_write_tokens":0,"cache_creation_tokens":0},"cost":0.00068355,"is_byok":false,"cost_details":{"upstream_inference_cost":0.00068355,"upstream_inference_prompt_cost":0.00011011,"upstream_inference_completions_cost":0.00057344}},"provider":"CoreWeave"}
