BigBear.ai vs. Innodata: What Quarterly Revenue Trends Tell Investors About These Artificial Intelligence Companies
BigBear.ai: Experiencing Revenue Volatility Followed by Stabilization
BigBear.ai (BBAI -1.41%) earns most of its revenue by supplying data analytics services, predictive modeling systems, and general technology consulting to enterprise clients seeking structured decision support.
While the company received formal Dutch national regulatory approval for its specialized threat detection software, it also recently appointed a retired military general to its board of directors.
Innodata: Maintaining Steady Quarter-Over-Quarter Revenue Growth Patterns
Innodata (INOD -0.17%) earns most of its revenue by providing data engineering systems, functional software programs, and outsourced digital transformation services designed to help organizations interpret complex information.
It announced a planned chief executive officer transition for later in the year, and it simultaneously introduced the initial stage of a specialized cyber training software suite.
INOD & BBAI: Performance Comparison
Key Financial Metrics
INOD – Innodata
$71.87
–0.17% (–$0.12)
BBAI – BigBear.ai
$2.80
–1.41% (–$0.04)
Market Cap
$2.5B
52wk Range
$34.23 – $125.14
Gross Margin
42.31%
P/E Ratio
54.49
EPS (TTM)
$1.32
Market Cap
$1.3B
52wk Range
$2.59 – $9.39
Gross Margin
27.92%
P/E Ratio
-12.84
EPS (TTM)
$-0.22
INOD – Innodata
$71.87
–0.17% (–$0.12)
Market Cap
$2.5B
52wk Range
$34.23 – $125.14
Gross Margin
42.31%
P/E Ratio
54.49
EPS (TTM)
$1.32
BBAI – BigBear.ai
$2.80
–1.41% (–$0.04)
Market Cap
$1.3B
52wk Range
$2.59 – $9.39
Gross Margin
27.92%
P/E Ratio
-12.84
EPS (TTM)
$-0.22
Why Revenue Matters for Investors
Revenue serves as a fundamental financial baseline helping investors track total incoming business capital. This top-line financial figure serves as a measure of overall consumer demand and business growth.
Quarterly Revenue Summaries for BigBear.ai and Innodata
| Calendar quarter | BigBear.ai Revenue | Innodata Revenue |
|---|---|---|
| Q3 2024 | $41.5 million (quarter ended Sept. 30, 2024) | $52.2 million (quarter ended Sept. 30, 2024) |
| Q4 2024 | $43.8 million (quarter ended Dec. 31, 2024) | $59.2 million (quarter ended Dec. 31, 2024) |
| Q1 2025 | $34.8 million (quarter ended March 31, 2025) | $58.3 million (quarter ended March 31, 2025) |
| Q2 2025 | $32.5 million (quarter ended June 30, 2025) | $58.4 million (quarter ended June 30, 2025) |
| Q3 2025 | $33.1 million (quarter ended Sept. 30, 2025) | $62.5 million (quarter ended Sept. 30, 2025) |
| Q4 2025 | $27.3 million (quarter ended Dec. 31, 2025) | $72.4 million (quarter ended Dec. 31, 2025) |
| Q1 2026 | $34.4 million (quarter ended March 31, 2026) | $90.1 million (quarter ended March 31, 2026) |
| Q2 2026 | $36.7 million (quarter ended June 30, 2026) | $92.1 million (quarter ended June 30, 2026) |
Foolish Take
Investors considering a purchase in BigBear.ai or Innodata shares can gain key insights by examining their revenue trends. Back in 2024, their sales were not far apart. By 2026, however, Innodata’s revenue now towers over BigBear.ai.
That’s because Innodata’s quarter-over-quarter sales growth has steadily accelerated, while BigBear.ai has struggled even to achieve year-over-year revenue growth, even though both operate in the artificial intelligence sector. BigBear.ai’s $36.7 million in the second quarter represented a 13% increase over 2025, but that was due to its acquisition of Ask Sage, an AI platform tailored to the needs of governments. This raises questions about the effectiveness of its overall AI offerings.
Meanwhile, Innodata’s quarterly sales growth illustrates the strong customer demand for the company’s expertise in building AI systems that can be trusted to correctly perform tasks at scale. Its record Q2 revenue of $92.1 million was an impressive 58% year-over-year increase. This kind of sales growth instills confidence that the company’s solutions are working for customers.
